Skip to main content

2016 | OriginalPaper | Buchkapitel

26. Multicriteria Analysis in Telecommunication Network Planning and Design: A Survey

verfasst von : João Clímaco, José Craveirinha, Rita Girão-Silva

Erschienen in: Multiple Criteria Decision Analysis

Verlag: Springer New York

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The interaction between a complex socio-economic environment and the extremely fast pace of development of new telecommunication technologies and services justifies the interest of multicriteria evaluation in decision making processes associated with several phases of network planning and design. Based on an overview of current and foreseen evolutions in telecommunication network technologies and services we begin by identifying and discussing challenges and issues concerning the use of multicriteria analysis in telecommunication network planning and design problems. Next we present a review of contributions on these areas, with particular emphasis on routing and network design models. We will also outline an agenda of current and future research trends and issues in this application area of multicriteria modelling.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
An elastic traffic flow has a rate that can adapt to the available network capacity.
 
Literatur
1.
Zurück zum Zitat Aboelela, E., Douligeris, C.: Fuzzy generalized network approach for solving an optimization model for routing in B-ISDN. Telecommun. Syst. 12, 237–263 (1999)CrossRef Aboelela, E., Douligeris, C.: Fuzzy generalized network approach for solving an optimization model for routing in B-ISDN. Telecommun. Syst. 12, 237–263 (1999)CrossRef
2.
Zurück zum Zitat Agrawal, G., Huang, D., Medhi, D.: Network protection design for MPLS networks. In: Proceedings of the 5th International Workshop on Design of Reliable Communication Networks (DRCN 2005), Naples (2005) Agrawal, G., Huang, D., Medhi, D.: Network protection design for MPLS networks. In: Proceedings of the 5th International Workshop on Design of Reliable Communication Networks (DRCN 2005), Naples (2005)
3.
Zurück zum Zitat Akkanen, J., Nurminen, J.K.: Case study of the evolution of routing algorithms in a network planning tool. J. Syst. Softw. 58(3), 181–198 (2001)CrossRef Akkanen, J., Nurminen, J.K.: Case study of the evolution of routing algorithms in a network planning tool. J. Syst. Softw. 58(3), 181–198 (2001)CrossRef
4.
Zurück zum Zitat Alrabiah, T., Znati, T.: Delay-constrained, low-cost multicast routing in multimedia networks. J. Parallel Distrib. Comput. 61(9), 1307–1336 (2001)CrossRef Alrabiah, T., Znati, T.: Delay-constrained, low-cost multicast routing in multimedia networks. J. Parallel Distrib. Comput. 61(9), 1307–1336 (2001)CrossRef
5.
Zurück zum Zitat Al-Sharhan, S., Gueaieb, W.: A fast hybrid algorithm for multicast routing in wireless networks. Int. J. Artif. Intell. Tools 16(1), 45–68 (2007)CrossRef Al-Sharhan, S., Gueaieb, W.: A fast hybrid algorithm for multicast routing in wireless networks. Int. J. Artif. Intell. Tools 16(1), 45–68 (2007)CrossRef
6.
Zurück zum Zitat Anandalingam, G., Nam, K.: Conflict and cooperation in designing international telecommunication networks. J. Oper. Res. Soc. 48, 600–611 (1997)CrossRef Anandalingam, G., Nam, K.: Conflict and cooperation in designing international telecommunication networks. J. Oper. Res. Soc. 48, 600–611 (1997)CrossRef
7.
Zurück zum Zitat Andrew, T.N., Rahoo, P., Nepal, T.: Enhancing the selection of communication technology for rural telecommunications: an analytic hierarchy process model. Int. J. Comput. Syst. Signals 6(2), 26–34 (2005) Andrew, T.N., Rahoo, P., Nepal, T.: Enhancing the selection of communication technology for rural telecommunications: an analytic hierarchy process model. Int. J. Comput. Syst. Signals 6(2), 26–34 (2005)
8.
Zurück zum Zitat Aneja, Y.P., Nair, K.P.K.: The constrained shortest path problem. Nav. Res. Logist. Q. 25, 549–555 (1978)CrossRef Aneja, Y.P., Nair, K.P.K.: The constrained shortest path problem. Nav. Res. Logist. Q. 25, 549–555 (1978)CrossRef
9.
Zurück zum Zitat Angelou, G., Economides, A.A.: A compound real option and AHP methodology for evaluating ICT business alternatives. Telematics Inform. 26(4), 353–374 (2009)CrossRef Angelou, G., Economides, A.A.: A compound real option and AHP methodology for evaluating ICT business alternatives. Telematics Inform. 26(4), 353–374 (2009)CrossRef
10.
Zurück zum Zitat Antunes, C.H., Clímaco, J., Craveirinha, J.: A multiple objective linear programming approach to the modernization of telecommunication networks, in teletraffic and data-traffic: socioeconomic aspects. In: Jensen, A., Iversen, B. (eds.) Proceedings of the 13th International Teletraffic Congress (ITC13), Copenhagen. North-Holland Studies in Telecommunications, vol. 17, pp. 369–374. North-Holland, Amsterdam (1991) Antunes, C.H., Clímaco, J., Craveirinha, J.: A multiple objective linear programming approach to the modernization of telecommunication networks, in teletraffic and data-traffic: socioeconomic aspects. In: Jensen, A., Iversen, B. (eds.) Proceedings of the 13th International Teletraffic Congress (ITC13), Copenhagen. North-Holland Studies in Telecommunications, vol. 17, pp. 369–374. North-Holland, Amsterdam (1991)
11.
Zurück zum Zitat Antunes, C.H., Alves, M.J., Silva, A.L., Clímaco, J.: An integrated MOLP method base package: a guided tour of TOMMIX. Comput. Oper. Res. 19(7), 609–625 (1992)CrossRef Antunes, C.H., Alves, M.J., Silva, A.L., Clímaco, J.: An integrated MOLP method base package: a guided tour of TOMMIX. Comput. Oper. Res. 19(7), 609–625 (1992)CrossRef
12.
Zurück zum Zitat Antunes, C.H., Clímaco, J., Craveirinha, J.: On multicriteria decision making approaches concerning strategic new telecommunication planning. In: Matsuda, T., Lesourne, J., Takahar, Y. (eds.) Proceedings of the International Conference on Economics Management and Information Technology, The Japanese Society of Management Information, pp. 95–98 (1992) Antunes, C.H., Clímaco, J., Craveirinha, J.: On multicriteria decision making approaches concerning strategic new telecommunication planning. In: Matsuda, T., Lesourne, J., Takahar, Y. (eds.) Proceedings of the International Conference on Economics Management and Information Technology, The Japanese Society of Management Information, pp. 95–98 (1992)
13.
Zurück zum Zitat Antunes, C.H., Craveirinha, J., Clímaco, J.: A multiple criteria model for new telecommunication service planning. Eur. J. Oper. Res. 71(3), 341–352 (1993)CrossRef Antunes, C.H., Craveirinha, J., Clímaco, J.: A multiple criteria model for new telecommunication service planning. Eur. J. Oper. Res. 71(3), 341–352 (1993)CrossRef
14.
Zurück zum Zitat Antunes, C.H., Craveirinha, J., Clímaco, J.: A flexible MOLP approach to the modernization of telecommunication networks incorporating sensitivity analysis. In: Labetoulle, J., Roberts, J.W. (eds.) Proceedings of the 14th International Teletraffic Congress on Advances in Teletraffic Science and Engineering (ITC14), pp. 1425–1434. Elsevier, Amsterdam (1994) Antunes, C.H., Craveirinha, J., Clímaco, J.: A flexible MOLP approach to the modernization of telecommunication networks incorporating sensitivity analysis. In: Labetoulle, J., Roberts, J.W. (eds.) Proceedings of the 14th International Teletraffic Congress on Advances in Teletraffic Science and Engineering (ITC14), pp. 1425–1434. Elsevier, Amsterdam (1994)
15.
Zurück zum Zitat Antunes, C.H., Craveirinha, J., Clímaco, J.: Planning the evolution to broadband access networks: a multicriteria approach. Eur. J. Oper. Res. 109(2), 530–540 (1998)CrossRef Antunes, C.H., Craveirinha, J., Clímaco, J.: Planning the evolution to broadband access networks: a multicriteria approach. Eur. J. Oper. Res. 109(2), 530–540 (1998)CrossRef
16.
Zurück zum Zitat Antunes, C.H., Clímaco, J., Craveirinha, J., Barrico, C.: Multiple objective routing in integrated communication networks. In: Smith, D., Key, P. (eds.) Proceedings of the 16th International Teletraffic Congress (ITC16) – Teletraffic Engineering in a Competitive World, Edinburgh, pp. 1291–1300. Elsevier, Amsterdam (1999) Antunes, C.H., Clímaco, J., Craveirinha, J., Barrico, C.: Multiple objective routing in integrated communication networks. In: Smith, D., Key, P. (eds.) Proceedings of the 16th International Teletraffic Congress (ITC16) – Teletraffic Engineering in a Competitive World, Edinburgh, pp. 1291–1300. Elsevier, Amsterdam (1999)
17.
Zurück zum Zitat Ash, G.R.: Dynamic Routing in Telecommunications Networks, 1st edn. McGraw-Hill, New York (1998) Ash, G.R.: Dynamic Routing in Telecommunications Networks, 1st edn. McGraw-Hill, New York (1998)
19.
Zurück zum Zitat Assi, C., Shami, A., Ali, M.A., Kurtz, R., Guo, D.: Optical networking and real-time provisioning: an integrated vision for the next-generation Internet. IEEE Netw. 15(4), 36–45 (2001)CrossRef Assi, C., Shami, A., Ali, M.A., Kurtz, R., Guo, D.: Optical networking and real-time provisioning: an integrated vision for the next-generation Internet. IEEE Netw. 15(4), 36–45 (2001)CrossRef
20.
Zurück zum Zitat Avallone, S., Ventre, G.: Q-BATE: a QoS constraint-based traffic engineering routing algorithm. In: Proceedings of the 2nd Conference on Next Generation Internet Design and Engineering (NGI’06), pp. 94–101 (2006) Avallone, S., Ventre, G.: Q-BATE: a QoS constraint-based traffic engineering routing algorithm. In: Proceedings of the 2nd Conference on Next Generation Internet Design and Engineering (NGI’06), pp. 94–101 (2006)
21.
Zurück zum Zitat Avallone, S., Kuipers, F., Ventre, G., van Mieghem, P.: Dynamic routing in QoS-aware traffic engineered networks. In: Kloos, C.D., Marin, A., Larrabeiti, D. (eds.) EUNICE 2005: Networks and Applications Towards a Ubiquitously Connected World, pp. 45–58. Springer, Berlin (2005) Avallone, S., Kuipers, F., Ventre, G., van Mieghem, P.: Dynamic routing in QoS-aware traffic engineered networks. In: Kloos, C.D., Marin, A., Larrabeiti, D. (eds.) EUNICE 2005: Networks and Applications Towards a Ubiquitously Connected World, pp. 45–58. Springer, Berlin (2005)
22.
Zurück zum Zitat Azouzi, R.E., Altman, E.: Constrained traffic equilibrium in routing. IEEE Trans. Autom. Control 48(9), 1656–1660 (2003)CrossRef Azouzi, R.E., Altman, E.: Constrained traffic equilibrium in routing. IEEE Trans. Autom. Control 48(9), 1656–1660 (2003)CrossRef
23.
Zurück zum Zitat Badia, L., Miozzo, M., Rossi, M., Zorzi, M.: Routing schemes in heterogeneous wireless networks based on access advertisement and backward utilities for QoS support. IEEE Commun. Mag. 45(2), 67–73 (2007)CrossRef Badia, L., Miozzo, M., Rossi, M., Zorzi, M.: Routing schemes in heterogeneous wireless networks based on access advertisement and backward utilities for QoS support. IEEE Commun. Mag. 45(2), 67–73 (2007)CrossRef
24.
Zurück zum Zitat Bana e Costa, C.A., Vansnick, J.C.: MACBETH: an interactive path towards the construction of cardinal value functions. Int. Trans. Oper. Res. 1(4), 489–500 (1994) Bana e Costa, C.A., Vansnick, J.C.: MACBETH: an interactive path towards the construction of cardinal value functions. Int. Trans. Oper. Res. 1(4), 489–500 (1994)
25.
Zurück zum Zitat Bana e Costa, C.A., Ensslin, L., Zanella, I.J.: A real-world MCDA application in cellular telephony systems. In: Stewart, T.J., van den Honert, R.C. (eds.) Trends in Multicriteria Decision Making. Lecture Notes in Economics and Mathematical Systems, vol. 465, pp. 412–423. Springer, Berlin (1998) Bana e Costa, C.A., Ensslin, L., Zanella, I.J.: A real-world MCDA application in cellular telephony systems. In: Stewart, T.J., van den Honert, R.C. (eds.) Trends in Multicriteria Decision Making. Lecture Notes in Economics and Mathematical Systems, vol. 465, pp. 412–423. Springer, Berlin (1998)
26.
Zurück zum Zitat Banerjee, N., Kumar, R.: Multiobjective network design for realistic traffic models. In: Proceedings of the 9th Annual Genetic and Evolutionary Computation Conference (GECCO ‘07), London, England, pp. 1904–1911 (2007) Banerjee, N., Kumar, R.: Multiobjective network design for realistic traffic models. In: Proceedings of the 9th Annual Genetic and Evolutionary Computation Conference (GECCO ‘07), London, England, pp. 1904–1911 (2007)
27.
Zurück zum Zitat Banerjee, A., Drake, J., Lang, J.P., Turner, B., Kompella, K., Rekhter, Y.: Generalized multiprotocol label switching: an overview of routing and management enhancements. IEEE Commun. Mag. 39(1), 144–150 (2001)CrossRef Banerjee, A., Drake, J., Lang, J.P., Turner, B., Kompella, K., Rekhter, Y.: Generalized multiprotocol label switching: an overview of routing and management enhancements. IEEE Commun. Mag. 39(1), 144–150 (2001)CrossRef
28.
Zurück zum Zitat Bard, J.F., Moore, J.T.: A branch and bound algorithm for the bilevel programming problem. SIAM J. Sci. Stat. Comput. 11(2), 281–292 (1990)CrossRef Bard, J.F., Moore, J.T.: A branch and bound algorithm for the bilevel programming problem. SIAM J. Sci. Stat. Comput. 11(2), 281–292 (1990)CrossRef
29.
Zurück zum Zitat Baruani, J.A., Bagula, A.B., Muchanga, A.: On routing IP traffic using single- and multi-objective genetic optimization. In: Proceedings of the Southern African Telecommunications Networks and Applications Conference (SATNAC2006), Cape Town (2006) Baruani, J.A., Bagula, A.B., Muchanga, A.: On routing IP traffic using single- and multi-objective genetic optimization. In: Proceedings of the Southern African Telecommunications Networks and Applications Conference (SATNAC2006), Cape Town (2006)
30.
Zurück zum Zitat Bellabas, A., Molnar, M., Lahoud, S.: Heuristics for the multicriteria routing problem. In: Proceedings of the Mosharaka International Conference on Communications Computers and Applications, Amman, Jordan (2009) Bellabas, A., Molnar, M., Lahoud, S.: Heuristics for the multicriteria routing problem. In: Proceedings of the Mosharaka International Conference on Communications Computers and Applications, Amman, Jordan (2009)
31.
Zurück zum Zitat Belton, V., Ackermann, F., Shepherd, I.: Integrated support from problem structuring through to alternative evaluation using COPE and V.I.S.A. J. Multi-Criteria Decis. Anal. 6(3), 115–130 (1997) Belton, V., Ackermann, F., Shepherd, I.: Integrated support from problem structuring through to alternative evaluation using COPE and V.I.S.A. J. Multi-Criteria Decis. Anal. 6(3), 115–130 (1997)
32.
Zurück zum Zitat Bertalanffy, L.V.: General System Theory: Foundations, Development, Applications (Revised Edition). George Braziller, New York (1969) Bertalanffy, L.V.: General System Theory: Foundations, Development, Applications (Revised Edition). George Braziller, New York (1969)
33.
Zurück zum Zitat Bertsekas, D., Gallager, R.: Data Networks, 2nd edn. Prentice-Hall, Englewood Cliffs, NJ (1992) Bertsekas, D., Gallager, R.: Data Networks, 2nd edn. Prentice-Hall, Englewood Cliffs, NJ (1992)
34.
Zurück zum Zitat Beugnies, F., Gandibleux, X.: Multiobjective routing in IP networks. In: 7th PM2O Workshop (Programmation Mathématique Multi-Objectifs), Valenciennes (2003) Beugnies, F., Gandibleux, X.: Multiobjective routing in IP networks. In: 7th PM2O Workshop (Programmation Mathématique Multi-Objectifs), Valenciennes (2003)
35.
Zurück zum Zitat Beugnies, F., Gandibleux, X.: A multi-objective routing procedure for IP networks. In: Proceedings of the 18th International Conference on Multiple Criteria Decision Making (MCDM 2006), Chania (2006) Beugnies, F., Gandibleux, X.: A multi-objective routing procedure for IP networks. In: Proceedings of the 18th International Conference on Multiple Criteria Decision Making (MCDM 2006), Chania (2006)
36.
Zurück zum Zitat Bezruk, V., Svid, I., Korsun, I.: Methods of multicriteria optimization in telecommunication networks planning and controlling. In: Proceedings of the International Conference on Modern Problems of Radio Engineering, Telecommunications, and Computer Science (TCSET 2006), Lviv-Slavsko, pp. 381–383 (2006) Bezruk, V., Svid, I., Korsun, I.: Methods of multicriteria optimization in telecommunication networks planning and controlling. In: Proceedings of the International Conference on Modern Problems of Radio Engineering, Telecommunications, and Computer Science (TCSET 2006), Lviv-Slavsko, pp. 381–383 (2006)
37.
Zurück zum Zitat Blokh, D., Gutin, G.: An approximate algorithm for combinatorial optimization problems with two parameters. Aust. J. Comb. 14, 157–164 (1996) Blokh, D., Gutin, G.: An approximate algorithm for combinatorial optimization problems with two parameters. Aust. J. Comb. 14, 157–164 (1996)
38.
Zurück zum Zitat Bourjolly, J., Déjoie, L., Dioume, K., Lominy, M.: Frequency allocation in cellular phone networks: an OR success story. OR/MS Today 28(2), 41–44 (2001) Bourjolly, J., Déjoie, L., Dioume, K., Lominy, M.: Frequency allocation in cellular phone networks: an OR success story. OR/MS Today 28(2), 41–44 (2001)
39.
Zurück zum Zitat Bouyssou, D.: Building criteria: a prerequisite for MCDA. In: Bana e Costa, C.A. (ed.) Readings in Multiple Criteria Decision Aid, pp. 58–80. Springer, Berlin (1990) Bouyssou, D.: Building criteria: a prerequisite for MCDA. In: Bana e Costa, C.A. (ed.) Readings in Multiple Criteria Decision Aid, pp. 58–80. Springer, Berlin (1990)
40.
Zurück zum Zitat Brown, T.X.: Low power wireless communication via reinforcement learning. In: Solla, S.A., Leen, T.K., Müller, K.R. (eds.) Advances in Neural Information Processing Systems, vol. 12, pp. 893–899. MIT Press, Cambridge (2000) Brown, T.X.: Low power wireless communication via reinforcement learning. In: Solla, S.A., Leen, T.K., Müller, K.R. (eds.) Advances in Neural Information Processing Systems, vol. 12, pp. 893–899. MIT Press, Cambridge (2000)
41.
Zurück zum Zitat Brown, T.X., Tong, H., Singh, S.: Optimizing admission control while ensuring quality of service in multimedia networks via reinforcement learning. In: Kearns, M.S., Cohn, D.A., Solla, S.A. (eds.) Advances in Neural Information Processing Systems, vol. 11, pp. 982–988. MIT Press, Cambridge (1999) Brown, T.X., Tong, H., Singh, S.: Optimizing admission control while ensuring quality of service in multimedia networks via reinforcement learning. In: Kearns, M.S., Cohn, D.A., Solla, S.A. (eds.) Advances in Neural Information Processing Systems, vol. 11, pp. 982–988. MIT Press, Cambridge (1999)
42.
Zurück zum Zitat Chakraborty, D., Chakraborty, G., Shiratori, N.: A dynamic multicast routing satisfying multiple QoS constraints. Int. J. Netw. Manag. 13, 321–335 (2003)CrossRef Chakraborty, D., Chakraborty, G., Shiratori, N.: A dynamic multicast routing satisfying multiple QoS constraints. Int. J. Netw. Manag. 13, 321–335 (2003)CrossRef
43.
Zurück zum Zitat Chan, T.M., Kwong, S., Man, K.F.: Multiobjective resource optimization in mobile communication network. In: Proceedings of the 29th Annual Conference of the IEEE Industrial Electronics Society (IECON’03), vol. 3, pp. 2029–2034 (2003) Chan, T.M., Kwong, S., Man, K.F.: Multiobjective resource optimization in mobile communication network. In: Proceedings of the 29th Annual Conference of the IEEE Industrial Electronics Society (IECON’03), vol. 3, pp. 2029–2034 (2003)
44.
Zurück zum Zitat Charilas, D.E., Markaki, O.I., Psarras, J., Constantinou, P.: Application of fuzzy AHP and ELECTRE to network selection. In: Proceedings of MOBILIGHT 2009 – Mobile Lightweight Wireless Systems. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 13, pp. 63–73. Springer, Berlin (2009) Charilas, D.E., Markaki, O.I., Psarras, J., Constantinou, P.: Application of fuzzy AHP and ELECTRE to network selection. In: Proceedings of MOBILIGHT 2009 – Mobile Lightweight Wireless Systems. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 13, pp. 63–73. Springer, Berlin (2009)
45.
Zurück zum Zitat Chen, S., Nahrstedt, K.: An overview of quality of service routing for next-generation high-speed networks: problems and solutions. IEEE Netw. 12(6), 64–79 (1998)CrossRef Chen, S., Nahrstedt, K.: An overview of quality of service routing for next-generation high-speed networks: problems and solutions. IEEE Netw. 12(6), 64–79 (1998)CrossRef
46.
Zurück zum Zitat Chen, S., Nahrstedt, K.: On finding multi-constrained paths. In: Proceedings of the IEEE International Conference on Communications (ICC’98), Atlanta, GA, vol. 2, pp. 874–879 (1998) Chen, S., Nahrstedt, K.: On finding multi-constrained paths. In: Proceedings of the IEEE International Conference on Communications (ICC’98), Atlanta, GA, vol. 2, pp. 874–879 (1998)
47.
Zurück zum Zitat Chen, N., Li, L., Dong, W.: Multicast routing algorithm of multiple QoS based on widest-bandwidth. J. Syst. Eng. Electron. 17(3), 642–647 (2006)CrossRef Chen, N., Li, L., Dong, W.: Multicast routing algorithm of multiple QoS based on widest-bandwidth. J. Syst. Eng. Electron. 17(3), 642–647 (2006)CrossRef
48.
Zurück zum Zitat Cho, H.Y., Lee, J.Y., Kim, B.C.: Multi-path constraint-based routing algorithms for MPLS traffic engineering. In: Proceedings of the IEEE International Conference on Communications (ICC 2003), Anchorage, AK, pp. 1963–1967 (2003) Cho, H.Y., Lee, J.Y., Kim, B.C.: Multi-path constraint-based routing algorithms for MPLS traffic engineering. In: Proceedings of the IEEE International Conference on Communications (ICC 2003), Anchorage, AK, pp. 1963–1967 (2003)
49.
Zurück zum Zitat Clímaco, J., Antunes, C.H.: Implementation of a user friendly software package – a guided tour of TRIMAP. Math. Comput. Model. 12(10/11), 1299–1309 (1989)CrossRef Clímaco, J., Antunes, C.H.: Implementation of a user friendly software package – a guided tour of TRIMAP. Math. Comput. Model. 12(10/11), 1299–1309 (1989)CrossRef
50.
Zurück zum Zitat Clímaco, J.C.N., Craveirinha, J.M.F.: How and why to consider explicitly multiple points of view in the evaluation of telecommunication planning and management problems. In: Putnik, G., Gunasekaran, A. (eds.) Proceedings of Business Excellence I Conference – Performance Measures, Benchmarking and Best Practices in New Economy, Guimarães, pp. 73–78 (2003) Clímaco, J.C.N., Craveirinha, J.M.F.: How and why to consider explicitly multiple points of view in the evaluation of telecommunication planning and management problems. In: Putnik, G., Gunasekaran, A. (eds.) Proceedings of Business Excellence I Conference – Performance Measures, Benchmarking and Best Practices in New Economy, Guimarães, pp. 73–78 (2003)
51.
Zurück zum Zitat Clímaco, J.C.N., Craveirinha, J.M.F.: Multicriteria analysis in telecommunication network planning and design – problems and issues. In: Figueira, J., Greco, S., Ehrgott, M. (eds.) Multiple Criteria Decision Analysis: State of the Art Surveys. International Series in Operations Research & Management Science, vol. 78, pp. 899–951. Springer, New York (2005) Clímaco, J.C.N., Craveirinha, J.M.F.: Multicriteria analysis in telecommunication network planning and design – problems and issues. In: Figueira, J., Greco, S., Ehrgott, M. (eds.) Multiple Criteria Decision Analysis: State of the Art Surveys. International Series in Operations Research & Management Science, vol. 78, pp. 899–951. Springer, New York (2005)
52.
Zurück zum Zitat Clímaco, J.C.N., Martins, E.Q.V.: A bicriterion shortest path algorithm. Eur. J. Oper. Res. 11(4), 399–404 (1982)CrossRef Clímaco, J.C.N., Martins, E.Q.V.: A bicriterion shortest path algorithm. Eur. J. Oper. Res. 11(4), 399–404 (1982)CrossRef
53.
Zurück zum Zitat Clímaco, J.C.N., Pascoal, M.M.B.: Multicriteria path and tree problems: discussion on exact algorithms and applications. Int. Trans. Oper. Res. 19(1–2), 63–98 (2012)CrossRef Clímaco, J.C.N., Pascoal, M.M.B.: Multicriteria path and tree problems: discussion on exact algorithms and applications. Int. Trans. Oper. Res. 19(1–2), 63–98 (2012)CrossRef
54.
Zurück zum Zitat Clímaco, J., Antunes, C.H., Alves, M.J.: From TRIMAP to SOMMIX – building effective interactive MOLP computational tools. In: Fandel, G., Gal, T. (eds.) Proceedings of the XII International Conference on Multiple Criteria Decision Making. Lecture Notes in Economics and Mathematical Systems, vol. 448, pp. 285–296. Springer, Berlin (1997) Clímaco, J., Antunes, C.H., Alves, M.J.: From TRIMAP to SOMMIX – building effective interactive MOLP computational tools. In: Fandel, G., Gal, T. (eds.) Proceedings of the XII International Conference on Multiple Criteria Decision Making. Lecture Notes in Economics and Mathematical Systems, vol. 448, pp. 285–296. Springer, Berlin (1997)
55.
Zurück zum Zitat Clímaco, J.C.N., Craveirinha, J.M.F., Pascoal, M.M.B.: A bicriterion approach for routing problems in multimedia networks. Networks 41(4), 206–220 (2003)CrossRef Clímaco, J.C.N., Craveirinha, J.M.F., Pascoal, M.M.B.: A bicriterion approach for routing problems in multimedia networks. Networks 41(4), 206–220 (2003)CrossRef
56.
Zurück zum Zitat Clímaco, J.C.N., Craveirinha, J.M.F., Pascoal, M.M.B.: Routing calculation in multimedia: a procedure based on a bicriteria model. In: Neittaanmäki, P., Rossi, T., Korotov, S., Oñate, E., Périaux, J., Knörzer, D. (eds.) Proceedings of the European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2004), Jyväskylä (2004) Clímaco, J.C.N., Craveirinha, J.M.F., Pascoal, M.M.B.: Routing calculation in multimedia: a procedure based on a bicriteria model. In: Neittaanmäki, P., Rossi, T., Korotov, S., Oñate, E., Périaux, J., Knörzer, D. (eds.) Proceedings of the European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2004), Jyväskylä (2004)
57.
Zurück zum Zitat Clímaco, J.C.N., Craveirinha, J.M.F., Pascoal, M.M.B.: An automated reference point-like approach for multicriteria shortest path problems. J. Syst. Sci. Syst. Eng. 15(3), 314–329 (2006)CrossRef Clímaco, J.C.N., Craveirinha, J.M.F., Pascoal, M.M.B.: An automated reference point-like approach for multicriteria shortest path problems. J. Syst. Sci. Syst. Eng. 15(3), 314–329 (2006)CrossRef
58.
Zurück zum Zitat Clímaco, J.C.N., Craveirinha, J.M.F., Pascoal, M.M.B.: Multicriteria routing models in telecommunication networks – overview and a case study. In: Shi, Y., Olson, D.L., Stam, A. (eds.) Advances in Multiple Criteria Decision Making and Human Systems Management: Knowledge and Wisdom, pp. 17–46. IOS Press, Amsterdam (2007) Clímaco, J.C.N., Craveirinha, J.M.F., Pascoal, M.M.B.: Multicriteria routing models in telecommunication networks – overview and a case study. In: Shi, Y., Olson, D.L., Stam, A. (eds.) Advances in Multiple Criteria Decision Making and Human Systems Management: Knowledge and Wisdom, pp. 17–46. IOS Press, Amsterdam (2007)
59.
Zurück zum Zitat Coello Coello, C.A., Lamont, G.B.: Applications of Multi-Objective Evolutionary Algorithms. Advances in Natural Computation, vol. 1. World Scientific, Singapore (2004) Coello Coello, C.A., Lamont, G.B.: Applications of Multi-Objective Evolutionary Algorithms. Advances in Natural Computation, vol. 1. World Scientific, Singapore (2004)
60.
Zurück zum Zitat Coello Coello, C.A., Lamont, G.B., van Veldhuizen, D.A.: Evolutionary Algorithms for Solving Multi-Objective Problems, 2nd edn. Genetic and Evolutionary Computation. Springer, Berlin (2007) Coello Coello, C.A., Lamont, G.B., van Veldhuizen, D.A.: Evolutionary Algorithms for Solving Multi-Objective Problems, 2nd edn. Genetic and Evolutionary Computation. Springer, Berlin (2007)
61.
Zurück zum Zitat Conte, M.: Dynamic Routing in Broadband Networks. Broadband Networks and Services. Kluwer Academic Publishers, Boston (2003)CrossRef Conte, M.: Dynamic Routing in Broadband Networks. Broadband Networks and Services. Kluwer Academic Publishers, Boston (2003)CrossRef
62.
Zurück zum Zitat Cox, D.R., Isham, V.: Point Processes. Monographs on Statistics and Applied Probability, vol. 12. Chapman and Hall/CRC, Boca Raton (1980) Cox, D.R., Isham, V.: Point Processes. Monographs on Statistics and Applied Probability, vol. 12. Chapman and Hall/CRC, Boca Raton (1980)
63.
Zurück zum Zitat Craveirinha, J., Martins, L., Gomes, T., Antunes, C.H., Clímaco, J.N.: A new multiple objective dynamic routing method using implied costs. J. Telecommun. Inf. Technol. 3, 50–59 (2003) Craveirinha, J., Martins, L., Gomes, T., Antunes, C.H., Clímaco, J.N.: A new multiple objective dynamic routing method using implied costs. J. Telecommun. Inf. Technol. 3, 50–59 (2003)
64.
Zurück zum Zitat Craveirinha, J., Martins, L., Clímaco, J.: Dealing with complexity in a multiobjective dynamic routing model for multiservice networks – a heuristic approach. In: Proceedings of the 15th Mini-EURO Conference on Managing Uncertainty in Decision Support Models (MUDSM 2004), Coimbra (2004) Craveirinha, J., Martins, L., Clímaco, J.: Dealing with complexity in a multiobjective dynamic routing model for multiservice networks – a heuristic approach. In: Proceedings of the 15th Mini-EURO Conference on Managing Uncertainty in Decision Support Models (MUDSM 2004), Coimbra (2004)
65.
Zurück zum Zitat Craveirinha, J.M.F., Clímaco, J.C.N., Pascoal, M.M.B., Martins, L.M.R.A.: Traffic splitting in MPLS networks – a hierarchical multicriteria approach. J. Telecommun. Inf. Technol. 4, 3–10 (2007) Craveirinha, J.M.F., Clímaco, J.C.N., Pascoal, M.M.B., Martins, L.M.R.A.: Traffic splitting in MPLS networks – a hierarchical multicriteria approach. J. Telecommun. Inf. Technol. 4, 3–10 (2007)
66.
Zurück zum Zitat Craveirinha, J., Girão-Silva, R., Clímaco, J.: A meta-model for multiobjective routing in MPLS networks. Cent. Eur. J. Oper. Res. 16(1), 79–105 (2008)CrossRef Craveirinha, J., Girão-Silva, R., Clímaco, J.: A meta-model for multiobjective routing in MPLS networks. Cent. Eur. J. Oper. Res. 16(1), 79–105 (2008)CrossRef
67.
Zurück zum Zitat Craveirinha, J., Girão-Silva, R., Clímaco, J., Martins, L.: A hierarchical multiobjective routing model for MPLS networks with two service classes. In: Korytowski, A., Malanowski, K., Mitkowski, W., Szymkat, M. (eds.) Revised Selected Papers of the 23rd IFIP TC7 Conference on System Modeling and Optimization, Cracow, Poland, 23–27 July 2007. IFIP Advances in Information and Communication Technology, vol. 312, pp. 196–219. Springer, Berlin (2009) Craveirinha, J., Girão-Silva, R., Clímaco, J., Martins, L.: A hierarchical multiobjective routing model for MPLS networks with two service classes. In: Korytowski, A., Malanowski, K., Mitkowski, W., Szymkat, M. (eds.) Revised Selected Papers of the 23rd IFIP TC7 Conference on System Modeling and Optimization, Cracow, Poland, 23–27 July 2007. IFIP Advances in Information and Communication Technology, vol. 312, pp. 196–219. Springer, Berlin (2009)
68.
Zurück zum Zitat Craveirinha, J., Gomes, T., Pascoal, M., Clímaco, J.: A stochastic bi-criteria approach for restorable QoS routing in MPLS. In: Proceedings of the 10th International Conference on Telecommunication Systems, Modeling and Analysis (ICTSM 2011), Prague (2011) Craveirinha, J., Gomes, T., Pascoal, M., Clímaco, J.: A stochastic bi-criteria approach for restorable QoS routing in MPLS. In: Proceedings of the 10th International Conference on Telecommunication Systems, Modeling and Analysis (ICTSM 2011), Prague (2011)
69.
Zurück zum Zitat Craveirinha, J., Clímaco, J., Martins, L., Silva, C.G., Ferreira, N.: A bi-criteria minimum spanning tree routing model for MPLS/overlay networks. Telecommun. Syst. 52(1), 203–215 (2013)CrossRef Craveirinha, J., Clímaco, J., Martins, L., Silva, C.G., Ferreira, N.: A bi-criteria minimum spanning tree routing model for MPLS/overlay networks. Telecommun. Syst. 52(1), 203–215 (2013)CrossRef
70.
Zurück zum Zitat Crichigno, J., Barán, B.: Multiobjective multicast routing algorithm for traffic engineering. In: Proceedings of 13th IEEE International Conference on Computer and Communication Networks (ICCCN’04), Chicago, pp. 301–306 (2004) Crichigno, J., Barán, B.: Multiobjective multicast routing algorithm for traffic engineering. In: Proceedings of 13th IEEE International Conference on Computer and Communication Networks (ICCCN’04), Chicago, pp. 301–306 (2004)
71.
Zurück zum Zitat Crichigno, J., Xie, C., Shu, W., Wu, M.Y., Ghani, N.: A multi-objective approach for throughput optimization and traffic engineering in WDM networks. In: Proceedings of the 43rd IEEE Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, pp. 1043–1047 (2009) Crichigno, J., Xie, C., Shu, W., Wu, M.Y., Ghani, N.: A multi-objective approach for throughput optimization and traffic engineering in WDM networks. In: Proceedings of the 43rd IEEE Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, pp. 1043–1047 (2009)
72.
Zurück zum Zitat Crichigno, J., Khoury, J., Shu, W., Wu, M.Y., Ghani, N.: Dynamic routing optimization in WDM networks. In: Proceedings of the IEEE Global Communications Conference (Globecom 2010), Miami, FL (2010) Crichigno, J., Khoury, J., Shu, W., Wu, M.Y., Ghani, N.: Dynamic routing optimization in WDM networks. In: Proceedings of the IEEE Global Communications Conference (Globecom 2010), Miami, FL (2010)
73.
Zurück zum Zitat Crichigno, J., Shu, W., Wu, M.Y.: Throughput optimization and traffic engineering in WDM networks considering multiple metrics. In: Proceedings of the IEEE International Communications Conference (ICC 2010) – Communications: Accelerating Growth and Development, Cape Town (2010) Crichigno, J., Shu, W., Wu, M.Y.: Throughput optimization and traffic engineering in WDM networks considering multiple metrics. In: Proceedings of the IEEE International Communications Conference (ICC 2010) – Communications: Accelerating Growth and Development, Cape Town (2010)
75.
Zurück zum Zitat Cui, X., Lin, C., Wei, Y.: A multiobjective model for QoS multicast routing based on genetic algorithm. In: Proceedings of the 2003 International Conference on Computer Networks and Mobile Computing (ICCNMC’03), pp. 49–53 (2003) Cui, X., Lin, C., Wei, Y.: A multiobjective model for QoS multicast routing based on genetic algorithm. In: Proceedings of the 2003 International Conference on Computer Networks and Mobile Computing (ICCNMC’03), pp. 49–53 (2003)
76.
Zurück zum Zitat Cui, Y., Xu, K., Wu, J., Yu, Z., Zhao, Y.: Multi-constrained routing based on simulated annealing. In: Proceedings of the IEEE International Conference on Communications (ICC’03), vol. 3, pp. 1718–1722 (2003) Cui, Y., Xu, K., Wu, J., Yu, Z., Zhao, Y.: Multi-constrained routing based on simulated annealing. In: Proceedings of the IEEE International Conference on Communications (ICC’03), vol. 3, pp. 1718–1722 (2003)
77.
Zurück zum Zitat de Neve, H., van Mieghem, P.: A multiple quality of service routing algorithm for PNNI. In: Proceedings of the IEEE ATM Workshop, Fairfax, VA, pp. 324–328 (1998) de Neve, H., van Mieghem, P.: A multiple quality of service routing algorithm for PNNI. In: Proceedings of the IEEE ATM Workshop, Fairfax, VA, pp. 324–328 (1998)
78.
Zurück zum Zitat de Neve, H., van Mieghem, P.: TAMCRA: a tunable accuracy multiple constraints routing algorithm. Comput. Commun. 23(7), 667–679 (2000)CrossRef de Neve, H., van Mieghem, P.: TAMCRA: a tunable accuracy multiple constraints routing algorithm. Comput. Commun. 23(7), 667–679 (2000)CrossRef
79.
Zurück zum Zitat Dillon, R., Haimes, Y.Y.: Risk of extreme events via multiobjective decision trees: application to telecommunications. IEEE Transactions on Systems, Man IEEE Trans. Syst. Man Cybern. Syst. Hum. 26(2), 262–271 (1996) Dillon, R., Haimes, Y.Y.: Risk of extreme events via multiobjective decision trees: application to telecommunications. IEEE Transactions on Systems, Man IEEE Trans. Syst. Man Cybern. Syst. Hum. 26(2), 262–271 (1996)
80.
Zurück zum Zitat Donoso, Y., Fabregat, R., Marzo, J.L.: A multi-objective optimization scheme for multicast routing: a multitree approach. Telecommun. Syst. 27(2–4), 229–251 (2004)CrossRef Donoso, Y., Fabregat, R., Marzo, J.L.: A multi-objective optimization scheme for multicast routing: a multitree approach. Telecommun. Syst. 27(2–4), 229–251 (2004)CrossRef
81.
Zurück zum Zitat Donoso, Y., Pérez, A., Ardila, C., Fabregat, R.: Optimizing multiple objectives on multicast networks using memetic algorithms. GESTS Int. Trans. Comput. Sci. Eng. 20(1), 192–204 (2005) Donoso, Y., Pérez, A., Ardila, C., Fabregat, R.: Optimizing multiple objectives on multicast networks using memetic algorithms. GESTS Int. Trans. Comput. Sci. Eng. 20(1), 192–204 (2005)
82.
Zurück zum Zitat Douligeris, C.: Multiobjective telecommunication networks flow control. In: Proceedings of Southeastcon’91, Williamsburg, VA, vol. 2, pp. 647–651 (1991) Douligeris, C.: Multiobjective telecommunication networks flow control. In: Proceedings of Southeastcon’91, Williamsburg, VA, vol. 2, pp. 647–651 (1991)
83.
Zurück zum Zitat Douligeris, C.: Multiobjective flow control in telecommunication networks. In: Proceedings of IEEE INFOCOM’92, Florence, pp. 303–312 (1992) Douligeris, C.: Multiobjective flow control in telecommunication networks. In: Proceedings of IEEE INFOCOM’92, Florence, pp. 303–312 (1992)
84.
Zurück zum Zitat Douligeris, C., Pereira, I.: A telecommunications quality study using the analytic hierarchy process. IEEE J. Sel. Areas Commun. [Special Issue on Quality of Telecommunications Services, Networks and Products, Bowick JW, Asatani K, Hoberg W, Malec H, Stockman S (eds.)] 12(2), 241–250 (1994) Douligeris, C., Pereira, I.: A telecommunications quality study using the analytic hierarchy process. IEEE J. Sel. Areas Commun. [Special Issue on Quality of Telecommunications Services, Networks and Products, Bowick JW, Asatani K, Hoberg W, Malec H, Stockman S (eds.)] 12(2), 241–250 (1994)
85.
Zurück zum Zitat Du, Y., Zhou, W., Chen, B., Song, J.: A QoE based evaluation of service quality on WAP in wireless network. In: Proceedings of WiCom ‘09 – 5th International Conference on Wireless Communications, Networking and Mobile Computing, Beijing (2009) Du, Y., Zhou, W., Chen, B., Song, J.: A QoE based evaluation of service quality on WAP in wireless network. In: Proceedings of WiCom ‘09 – 5th International Conference on Wireless Communications, Networking and Mobile Computing, Beijing (2009)
86.
Zurück zum Zitat Economides, A.A., Silvester, J.A.: Multi-objective routing in integrated services networks: A game theory approach. In: Proceedings of INFOCOM’91 - 10th Annual Joint Conference of the IEEE Computer and Communications Societies “Networking in the 90’s”, Bal Harbour, FL, vol. 3, pp. 1220–1227 (1991) Economides, A.A., Silvester, J.A.: Multi-objective routing in integrated services networks: A game theory approach. In: Proceedings of INFOCOM’91 - 10th Annual Joint Conference of the IEEE Computer and Communications Societies “Networking in the 90’s”, Bal Harbour, FL, vol. 3, pp. 1220–1227 (1991)
87.
Zurück zum Zitat Ehrgott, M.: Multiobjective (combinatorial) optimisation – some thoughts on applications. In: Barichard, V., Ehrgott, M., Gandibleux, X., T’Kindt, V. (eds.) Multiobjective Programming and Goal Programming. Lecture Notes in Economics and Mathematical Systems, vol. 618, pp. 267–282. Springer, Berlin (2009)CrossRef Ehrgott, M.: Multiobjective (combinatorial) optimisation – some thoughts on applications. In: Barichard, V., Ehrgott, M., Gandibleux, X., T’Kindt, V. (eds.) Multiobjective Programming and Goal Programming. Lecture Notes in Economics and Mathematical Systems, vol. 618, pp. 267–282. Springer, Berlin (2009)CrossRef
88.
Zurück zum Zitat Ehrgott, M., Gandibleux, X.: Hybrid metaheuristics for multi-objective combinatorial optimization. In: Blum, C., Blesa Aguilera, M.J., Roli, A., Sampels, M. (eds.) Hybrid Metaheuristics: An Emerging Approach to Optimization. Studies in Computational Intelligence, vol. 114, pp. 221–259. Springer, Berlin (2008)CrossRef Ehrgott, M., Gandibleux, X.: Hybrid metaheuristics for multi-objective combinatorial optimization. In: Blum, C., Blesa Aguilera, M.J., Roli, A., Sampels, M. (eds.) Hybrid Metaheuristics: An Emerging Approach to Optimization. Studies in Computational Intelligence, vol. 114, pp. 221–259. Springer, Berlin (2008)CrossRef
89.
Zurück zum Zitat El-Sayed, M., Jaffe, J.: A view of telecommunications network evolution. IEEE Commun. Mag. 40(12), 74–81 (2002)CrossRef El-Sayed, M., Jaffe, J.: A view of telecommunications network evolution. IEEE Commun. Mag. 40(12), 74–81 (2002)CrossRef
90.
Zurück zum Zitat Erbas, S.C.: Utilizing evolutionary algorithms for multiobjective problems in traffic engineering. In: Ben-Ameur, W., Petrowski, A. (eds.) Proceedings of the International Networks Optimization Conference (INOC 2003), pp. 207–212. Institut National des Télécommunications, Evry/Paris (2003) Erbas, S.C.: Utilizing evolutionary algorithms for multiobjective problems in traffic engineering. In: Ben-Ameur, W., Petrowski, A. (eds.) Proceedings of the International Networks Optimization Conference (INOC 2003), pp. 207–212. Institut National des Télécommunications, Evry/Paris (2003)
91.
Zurück zum Zitat Erbas, S.C., Erbas, C.: A multiobjective off-line routing model for MPLS networks. In: Charzinski, J., Lehnert, R., Tran-Gia, P. (eds.) Proceedings of the 18th International Teletraffic Congress (ITC-18), pp. 471–480. Elsevier, Amsterdam, Berlin (2003) Erbas, S.C., Erbas, C.: A multiobjective off-line routing model for MPLS networks. In: Charzinski, J., Lehnert, R., Tran-Gia, P. (eds.) Proceedings of the 18th International Teletraffic Congress (ITC-18), pp. 471–480. Elsevier, Amsterdam, Berlin (2003)
92.
Zurück zum Zitat Erbas, S.C., Mathar, R.: An off-line traffic engineering model for MPLS networks. In: Bakshi, B., Stiller, B. (eds.) Proceedings of the 27th Annual IEEE Conference on Local Computer Networks (27th LCN), Tampa, FL, pp. 166–174. IEEE Computer Society (2002) Erbas, S.C., Mathar, R.: An off-line traffic engineering model for MPLS networks. In: Bakshi, B., Stiller, B. (eds.) Proceedings of the 27th Annual IEEE Conference on Local Computer Networks (27th LCN), Tampa, FL, pp. 166–174. IEEE Computer Society (2002)
93.
Zurück zum Zitat Ergün, F., Sinha, R.K., Zhang, L.: QoS routing with performance-dependent costs. In: Sidi, M., Katzela, I., Shavitt, Y. (eds.) Proceedings of 19th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2000), Tel Aviv, vol. 1, pp. 137–146. IEEE Computer and Communications Societies (2000) Ergün, F., Sinha, R.K., Zhang, L.: QoS routing with performance-dependent costs. In: Sidi, M., Katzela, I., Shavitt, Y. (eds.) Proceedings of 19th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2000), Tel Aviv, vol. 1, pp. 137–146. IEEE Computer and Communications Societies (2000)
94.
Zurück zum Zitat Fabregat, R., Donoso, Y., Baran, B., Solano, F., Marzo, J.L.: Multi-objective optimization scheme for multicast flows: a survey, a model and a MOEA solution. In: Proceedings of the 3rd International IFIP/ACM Latin American Conference on Networking (LANC’05), Cali, pp. 73–86 (2005) Fabregat, R., Donoso, Y., Baran, B., Solano, F., Marzo, J.L.: Multi-objective optimization scheme for multicast flows: a survey, a model and a MOEA solution. In: Proceedings of the 3rd International IFIP/ACM Latin American Conference on Networking (LANC’05), Cali, pp. 73–86 (2005)
95.
Zurück zum Zitat Fialho, J., Godinho, P., Costa, J.P., Afonso, R., Regalado, J.G.: A level-based approach to prioritize telecommunications R&D. J. Telecommun. Inf. Technol. 4, 40–46 (2008) Fialho, J., Godinho, P., Costa, J.P., Afonso, R., Regalado, J.G.: A level-based approach to prioritize telecommunications R&D. J. Telecommun. Inf. Technol. 4, 40–46 (2008)
96.
Zurück zum Zitat Flores, S.D., Cegla, B.B.: Multiobjective network design optimisation using parallel evolutionary algorithms. In: Proceedings of XXVII Conferencia Latinoamericana de Informática (CLEI’01), Mérida, Venezuela (2001) Flores, S.D., Cegla, B.B.: Multiobjective network design optimisation using parallel evolutionary algorithms. In: Proceedings of XXVII Conferencia Latinoamericana de Informática (CLEI’01), Mérida, Venezuela (2001)
97.
Zurück zum Zitat Flores, S.D., Cegla, B.B., Cáceres, D.B.: Telecommunication network design with parallel multi-objective evolutionary algorithms. In: Proceedings of the 2003 IFIP/ACM Latin America Conference on “Towards a Latin American Agenda for Network Research”, La Paz, pp. 1–11 (2003) Flores, S.D., Cegla, B.B., Cáceres, D.B.: Telecommunication network design with parallel multi-objective evolutionary algorithms. In: Proceedings of the 2003 IFIP/ACM Latin America Conference on “Towards a Latin American Agenda for Network Research”, La Paz, pp. 1–11 (2003)
98.
Zurück zum Zitat Forsati, R., Mahdavi, M., Haghighat, A.T., Ghariniyat, A.: An efficient algorithm for bandwidth-delay constrained least cost multicast routing. In: Proceedings of the 21st Canadian Conference on Electrical and Computer Engineering (CCECE 2008), Niagara Falls, ON, pp. 1641–1646 (2008) Forsati, R., Mahdavi, M., Haghighat, A.T., Ghariniyat, A.: An efficient algorithm for bandwidth-delay constrained least cost multicast routing. In: Proceedings of the 21st Canadian Conference on Electrical and Computer Engineering (CCECE 2008), Niagara Falls, ON, pp. 1641–1646 (2008)
99.
Zurück zum Zitat Fortz, B., Thorup, M.: Internet traffic engineering by optimizing OSPF weights. In: Sidi, M., Katzela, I., Shavitt, Y. (eds.) Proceedings of the 19th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2000), Tel Aviv, vol. 2, pp. 519–528. IEEE Computer and Communications Societies (2000) Fortz, B., Thorup, M.: Internet traffic engineering by optimizing OSPF weights. In: Sidi, M., Katzela, I., Shavitt, Y. (eds.) Proceedings of the 19th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2000), Tel Aviv, vol. 2, pp. 519–528. IEEE Computer and Communications Societies (2000)
100.
Zurück zum Zitat Fournié, L., Hong, D., Randriamasy, S.: Distributed multi-path and multi-objective routing for network operation and dimensioning. In: Proceedings of the 2nd EuroNGI Conference on Next Generation Internet Design and Engineering (NGI2006), Valencia (2006) Fournié, L., Hong, D., Randriamasy, S.: Distributed multi-path and multi-objective routing for network operation and dimensioning. In: Proceedings of the 2nd EuroNGI Conference on Next Generation Internet Design and Engineering (NGI2006), Valencia (2006)
101.
Zurück zum Zitat Fu, G.L., Yang, C., Tzeng, G.H.: A multicriteria analysis on the strategies to open Taiwan’s mobile virtual network operators services. Int. J. Inf. Technol. Decis. Mak. 6(1), 85–112 (2007)CrossRef Fu, G.L., Yang, C., Tzeng, G.H.: A multicriteria analysis on the strategies to open Taiwan’s mobile virtual network operators services. Int. J. Inf. Technol. Decis. Mak. 6(1), 85–112 (2007)CrossRef
102.
Zurück zum Zitat Gasiea, Y., Emsley, M., Mikhailov, L.: On the applicability of the analytic network process to rural telecommunications infrastructure technology selection. In: Proceedings of the International Symposium on the Analytic Hierarchy Process (ISAHP) (2009) Gasiea, Y., Emsley, M., Mikhailov, L.: On the applicability of the analytic network process to rural telecommunications infrastructure technology selection. In: Proceedings of the International Symposium on the Analytic Hierarchy Process (ISAHP) (2009)
103.
Zurück zum Zitat Gasiea, Y., Emsley, M., Mikhailov, L.: Rural telecommunications infrastructure selection using the analytic network process. J. Telecommun. Inf. Technol. 2, 28–42 (2010) Gasiea, Y., Emsley, M., Mikhailov, L.: Rural telecommunications infrastructure selection using the analytic network process. J. Telecommun. Inf. Technol. 2, 28–42 (2010)
104.
Zurück zum Zitat Ghinea, G., Magoulas, G.D., Siamitros, C.: Multicriteria decision making for enhanced perception-based multimedia communication. IEEE Transactions on IEEE Trans. Syst. Man Cybern. Syst. Hum. 35(6), 855–866 (2005)CrossRef Ghinea, G., Magoulas, G.D., Siamitros, C.: Multicriteria decision making for enhanced perception-based multimedia communication. IEEE Transactions on IEEE Trans. Syst. Man Cybern. Syst. Hum. 35(6), 855–866 (2005)CrossRef
105.
Zurück zum Zitat Giffhorn, E., Ensslin, L., Ensslin, S.R., Vianna, W.B.: Proposal of a multicriteria performance evaluation for outsourced project providers. In: PMA Conference – Theory and Practice in Performance Measurement, New Zealand (2009) Giffhorn, E., Ensslin, L., Ensslin, S.R., Vianna, W.B.: Proposal of a multicriteria performance evaluation for outsourced project providers. In: PMA Conference – Theory and Practice in Performance Measurement, New Zealand (2009)
106.
Zurück zum Zitat Giokas, D.I., Pentzaropoulos, G.C.: Efficiency ranking of the OECD member states in the area of telecommunications: a composite AHP/DEA study. Telecommun. Policy 32(9–10), 672–685 (2008)CrossRef Giokas, D.I., Pentzaropoulos, G.C.: Efficiency ranking of the OECD member states in the area of telecommunications: a composite AHP/DEA study. Telecommun. Policy 32(9–10), 672–685 (2008)CrossRef
107.
Zurück zum Zitat Girão-Silva, R., Craveirinha, J., Clímaco, J.: Hierarchical multiobjective routing in multiprotocol label switching networks with two service classes – a heuristic solution. Int. Trans. Oper. Res. 16(3), 275–305 (2009)CrossRef Girão-Silva, R., Craveirinha, J., Clímaco, J.: Hierarchical multiobjective routing in multiprotocol label switching networks with two service classes – a heuristic solution. Int. Trans. Oper. Res. 16(3), 275–305 (2009)CrossRef
108.
Zurück zum Zitat Girão-Silva, R., Craveirinha, J., Clímaco, J.: Hierarchical multiobjective routing in MPLS networks with two service classes – a meta-heuristic solution. J. Telecommun. Inf. Technol. 3, 20–37 (2009) Girão-Silva, R., Craveirinha, J., Clímaco, J.: Hierarchical multiobjective routing in MPLS networks with two service classes – a meta-heuristic solution. J. Telecommun. Inf. Technol. 3, 20–37 (2009)
109.
Zurück zum Zitat Girão-Silva, R., Craveirinha, J., Clímaco, J.: Hierarchical multiobjective routing model in multiprotocol label switching networks with two service classes – a Pareto archive strategy. Eng. Optim. 44(5), 613–635 (2012)CrossRef Girão-Silva, R., Craveirinha, J., Clímaco, J.: Hierarchical multiobjective routing model in multiprotocol label switching networks with two service classes – a Pareto archive strategy. Eng. Optim. 44(5), 613–635 (2012)CrossRef
110.
Zurück zum Zitat Glaß, M., Lukasiewycz, M., Wanka, R., Haubelt, C., Teich, J.: Multi-objective routing and topology optimization in networked embedded systems. In: Najjar, W.A., Blume, H. (eds.) Proceedings of the International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (IC-SAMOS 2008), Samos, pp. 74–81 (2008) Glaß, M., Lukasiewycz, M., Wanka, R., Haubelt, C., Teich, J.: Multi-objective routing and topology optimization in networked embedded systems. In: Najjar, W.A., Blume, H. (eds.) Proceedings of the International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (IC-SAMOS 2008), Samos, pp. 74–81 (2008)
111.
Zurück zum Zitat Glover, F., Mulvey, J.M.: Equivalence of the 0–1 integer programming problem to discrete generalized and pure networks. Oper. Res. 28(3), 829–836 (1980)CrossRef Glover, F., Mulvey, J.M.: Equivalence of the 0–1 integer programming problem to discrete generalized and pure networks. Oper. Res. 28(3), 829–836 (1980)CrossRef
112.
Zurück zum Zitat Goel, A., Meyerson, A., Plotkin, S.: Combining fairness with throughput: online routing with multiple objectives. J. Comput. Syst. Sci. 63(1), 62–79 (2001)CrossRef Goel, A., Meyerson, A., Plotkin, S.: Combining fairness with throughput: online routing with multiple objectives. J. Comput. Syst. Sci. 63(1), 62–79 (2001)CrossRef
113.
Zurück zum Zitat Goel, A., Ramakrishnan, K.G., Kataria, D., Logothetis, D.: Efficient computation of delay-sensitive routes from one source to all destinations. In: Sengupta, B., Bauer, F., Cavendish, D. (eds.) Proceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001), Anchorage, AK, vol. 2, pp. 854–858. IEEE Computer and Communications Societies (2001) Goel, A., Ramakrishnan, K.G., Kataria, D., Logothetis, D.: Efficient computation of delay-sensitive routes from one source to all destinations. In: Sengupta, B., Bauer, F., Cavendish, D. (eds.) Proceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001), Anchorage, AK, vol. 2, pp. 854–858. IEEE Computer and Communications Societies (2001)
114.
Zurück zum Zitat Gola, M., Kasprzak, A.: The two-criteria topological design problem in WAN with delay constraint: an algorithm and computational results. In: Kumar, V., Gavrilova, M.L., Tan, C.J.K., L’Ecuyer, P. (eds.) Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2003), Montreal. Lecture Notes in Computer Science, vol. 2667, pp. 971–972. Springer, New York (2003) Gola, M., Kasprzak, A.: The two-criteria topological design problem in WAN with delay constraint: an algorithm and computational results. In: Kumar, V., Gavrilova, M.L., Tan, C.J.K., L’Ecuyer, P. (eds.) Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2003), Montreal. Lecture Notes in Computer Science, vol. 2667, pp. 971–972. Springer, New York (2003)
115.
Zurück zum Zitat Gola, M., Kasprzak, A.: Topology design problem with combined cost criterion and time varying traffic in wide area networks. In: Proceedings of the 17th IMACS World Congress on Scientific Computation, Applied Mathematics and Simulation, Paris (2005) Gola, M., Kasprzak, A.: Topology design problem with combined cost criterion and time varying traffic in wide area networks. In: Proceedings of the 17th IMACS World Congress on Scientific Computation, Applied Mathematics and Simulation, Paris (2005)
116.
Zurück zum Zitat Gomes, T., Craveirinha, J., Clímaco, J., Simões, C.: A bi-objective model for routing and wavelength assignment in resilient WDM networks. In: Martorell, S., Guedes Soares, C., Barnett, J. (eds.) Safety, Reliability and Risk Analysis: Theory, Methods and Applications: Proceedings of the European Safety and Reliability Conference (ESREL 2008), and 17th SRA-Europe, Valencia, vol. 4, pp. 2627–2634 (2008) Gomes, T., Craveirinha, J., Clímaco, J., Simões, C.: A bi-objective model for routing and wavelength assignment in resilient WDM networks. In: Martorell, S., Guedes Soares, C., Barnett, J. (eds.) Safety, Reliability and Risk Analysis: Theory, Methods and Applications: Proceedings of the European Safety and Reliability Conference (ESREL 2008), and 17th SRA-Europe, Valencia, vol. 4, pp. 2627–2634 (2008)
117.
Zurück zum Zitat Gomes, T., Craveirinha, J., Clímaco, J., Simões, C.: A bicriteria routing model for multi-fibre WDM networks. Photon Netw. Commun. 18(3), 287–299 (2009)CrossRef Gomes, T., Craveirinha, J., Clímaco, J., Simões, C.: A bicriteria routing model for multi-fibre WDM networks. Photon Netw. Commun. 18(3), 287–299 (2009)CrossRef
118.
Zurück zum Zitat Granat, J., Guerriero, F.: The interactive analysis of the multicriteria shortest path problem by the reference point method. Eur. J. Oper. Res. 151(1), 103–118 (2003)CrossRef Granat, J., Guerriero, F.: The interactive analysis of the multicriteria shortest path problem by the reference point method. Eur. J. Oper. Res. 151(1), 103–118 (2003)CrossRef
119.
Zurück zum Zitat Granat, J., Wierzbicki, A.P.: Multicriteria analysis in telecommunications. In: Proceedings of the 37th Hawaii International Conference on System Sciences (2004) Granat, J., Wierzbicki, A.P.: Multicriteria analysis in telecommunications. In: Proceedings of the 37th Hawaii International Conference on System Sciences (2004)
120.
Zurück zum Zitat Guérin, R.A., Orda, A.: Networks with advance reservations: the routing perspective. In: Sidi, M., Katzela, I., Shavitt, Y. (eds.) Proceedings of the 19th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2000), Tel Aviv, vol. 1, pp. 118–127. IEEE Computer and Communications Societies (2000) Guérin, R.A., Orda, A.: Networks with advance reservations: the routing perspective. In: Sidi, M., Katzela, I., Shavitt, Y. (eds.) Proceedings of the 19th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2000), Tel Aviv, vol. 1, pp. 118–127. IEEE Computer and Communications Societies (2000)
121.
Zurück zum Zitat Guerriero, F., Rango, F.D., Marano, S., Bruno, E.: A biobjective optimization model for routing in mobile ad hoc networks. Appl. Math. Model. 33(3), 1493–1512 (2009)CrossRef Guerriero, F., Rango, F.D., Marano, S., Bruno, E.: A biobjective optimization model for routing in mobile ad hoc networks. Appl. Math. Model. 33(3), 1493–1512 (2009)CrossRef
122.
Zurück zum Zitat Guo, L., Matta, I.: Search space reduction in QoS routing. Comput. Netw. 41(1), 73–88 (2003)CrossRef Guo, L., Matta, I.: Search space reduction in QoS routing. Comput. Netw. 41(1), 73–88 (2003)CrossRef
123.
Zurück zum Zitat Han, D., Han, I.: Prioritization and selection of intellectual capital measurement indicators using analytic hierarchy process for the mobile telecommunications industry. Expert Syst. Appl. 26(4), 519–527 (2004)CrossRef Han, D., Han, I.: Prioritization and selection of intellectual capital measurement indicators using analytic hierarchy process for the mobile telecommunications industry. Expert Syst. Appl. 26(4), 519–527 (2004)CrossRef
124.
Zurück zum Zitat Handler, G.Y., Zang, I.: A dual algorithm for the constrained shortest path problem. Networks 10(4), 293–309 (1980)CrossRef Handler, G.Y., Zang, I.: A dual algorithm for the constrained shortest path problem. Networks 10(4), 293–309 (1980)CrossRef
125.
Zurück zum Zitat Handley, M.: Why the internet only just works. Br. Telecom Technol. J. 24(3), 119–129 (2006) Handley, M.: Why the internet only just works. Br. Telecom Technol. J. 24(3), 119–129 (2006)
126.
Zurück zum Zitat Hassanein, H., Weng, X., Aboelfotoh, H.: Multi-objective optimization based flow control in multipoint-to-point communication. In: Proceedings of the IEEE Workshop on End-to-End Service Differentiation, EESD2003, Phoenix, AZ (2003) Hassanein, H., Weng, X., Aboelfotoh, H.: Multi-objective optimization based flow control in multipoint-to-point communication. In: Proceedings of the IEEE Workshop on End-to-End Service Differentiation, EESD2003, Phoenix, AZ (2003)
127.
Zurück zum Zitat Hassin, R.: Approximation schemes for the restricted shortest path problem. Math. Oper. Res. 17(1), 36–42 (1992)CrossRef Hassin, R.: Approximation schemes for the restricted shortest path problem. Math. Oper. Res. 17(1), 36–42 (1992)CrossRef
128.
Zurück zum Zitat Haßlinger, G., Schnitter, S.: Optimized traffic load distribution in MPLS networks. In: Anandalingam, G., Raghavan, S. (eds.) Telecommunications Network Design and Management, pp. 125–141. Kluwer Academic Publishers, Boston (2003)CrossRef Haßlinger, G., Schnitter, S.: Optimized traffic load distribution in MPLS networks. In: Anandalingam, G., Raghavan, S. (eds.) Telecommunications Network Design and Management, pp. 125–141. Kluwer Academic Publishers, Boston (2003)CrossRef
129.
Zurück zum Zitat Hou, H.F., Li, F., Wang, H.Y.: QoS multicast routing algorithm with multiple constraints based on GA. In: Proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC 2008), Kunming, pp. 1374–1378 (2008) Hou, H.F., Li, F., Wang, H.Y.: QoS multicast routing algorithm with multiple constraints based on GA. In: Proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC 2008), Kunming, pp. 1374–1378 (2008)
130.
Zurück zum Zitat Hua, Q., Jihong, Z., Zengzhi, L.: Multi-objective routing and wavelength assignment method in WDM networks. In: Yoo, S.J.B., Cheung, K.W., Chung, Y.C., Li, G. (eds.) Proceedings of SPIE, Bellingham,WA. Network Architectures, Management, and Applications, vol. 5282, pp. 695–702 (2003) Hua, Q., Jihong, Z., Zengzhi, L.: Multi-objective routing and wavelength assignment method in WDM networks. In: Yoo, S.J.B., Cheung, K.W., Chung, Y.C., Li, G. (eds.) Proceedings of SPIE, Bellingham,WA. Network Architectures, Management, and Applications, vol. 5282, pp. 695–702 (2003)
131.
Zurück zum Zitat Huiban, G., Mateus, G.R.: A multiobjective approach of the virtual topology design and routing problem in WDM networks. In: Proceedings of the 12th IEEE International Conference on Telecommunications (ICT), Cape Town (2005) Huiban, G., Mateus, G.R.: A multiobjective approach of the virtual topology design and routing problem in WDM networks. In: Proceedings of the 12th IEEE International Conference on Telecommunications (ICT), Cape Town (2005)
132.
Zurück zum Zitat Isaksson, L., Fiedler, M.: Seamless connectivity in WLAN and cellular networks with multi criteria decision making. In: Proceedings of the 3rd EuroNGI Conference on Next Generation Internet Networks (NGI 2007), Trondheim, pp. 56–63 (2007) Isaksson, L., Fiedler, M.: Seamless connectivity in WLAN and cellular networks with multi criteria decision making. In: Proceedings of the 3rd EuroNGI Conference on Next Generation Internet Networks (NGI 2007), Trondheim, pp. 56–63 (2007)
133.
Zurück zum Zitat Isiklar, G., Buyukozkan, G.: Using a multi-criteria decision making approach to evaluate mobile phone alternatives. Comput. Stand. Interfaces 29(2), 265–274 (2007)CrossRef Isiklar, G., Buyukozkan, G.: Using a multi-criteria decision making approach to evaluate mobile phone alternatives. Comput. Stand. Interfaces 29(2), 265–274 (2007)CrossRef
134.
Zurück zum Zitat Jaffe, J.M.: Algorithms for finding paths with multiple constraints. Networks 14(1), 95–116 (1984)CrossRef Jaffe, J.M.: Algorithms for finding paths with multiple constraints. Networks 14(1), 95–116 (1984)CrossRef
135.
Zurück zum Zitat Jones, D.F., Mirrazavi, S.K., Tamiz, M.: Multi-objective meta-heuristics: an overview of the current state-of-the-art. Eur. J. Oper. Res. 137(1), 1–9 (2002)CrossRef Jones, D.F., Mirrazavi, S.K., Tamiz, M.: Multi-objective meta-heuristics: an overview of the current state-of-the-art. Eur. J. Oper. Res. 137(1), 1–9 (2002)CrossRef
136.
Zurück zum Zitat Kant, L., Manousakis, K., McAuley, A., Graff, C.: Network design approaches and tradeoffs in QoS route selection with diverse objectives and constraints. In: Proceedings of the IEEE Military Communications Conference (IEEE MILCOM 2008) (2008) Kant, L., Manousakis, K., McAuley, A., Graff, C.: Network design approaches and tradeoffs in QoS route selection with diverse objectives and constraints. In: Proceedings of the IEEE Military Communications Conference (IEEE MILCOM 2008) (2008)
137.
Zurück zum Zitat Keeney, R.L.: Modeling values for telecommunications management. IEEE Trans. Eng. Manag. 48(3), 370–379 (2001)CrossRef Keeney, R.L.: Modeling values for telecommunications management. IEEE Trans. Eng. Manag. 48(3), 370–379 (2001)CrossRef
138.
Zurück zum Zitat Keeney, R.L., Raiffa, H.: Decisions with Multiple Objectives: Preferences and Value Tradeoffs. Cambridge University Press, Cambridge (1993)CrossRef Keeney, R.L., Raiffa, H.: Decisions with Multiple Objectives: Preferences and Value Tradeoffs. Cambridge University Press, Cambridge (1993)CrossRef
139.
Zurück zum Zitat Kelly, F.P.: Routing in circuit-switched networks: optimization, shadow prices and decentralization. Adv. Appl. Probab. 20(1), 112–144 (1988)CrossRef Kelly, F.P.: Routing in circuit-switched networks: optimization, shadow prices and decentralization. Adv. Appl. Probab. 20(1), 112–144 (1988)CrossRef
140.
Zurück zum Zitat Kennington, J., Lewis, K., Olinick, E., Ortynski, A., Spiride, G.: Robust solutions for the DWDM routing and provisioning problem: models and algorithms. Opt. Netw. Mag. 4(2), 74–84 (2003) Kennington, J., Lewis, K., Olinick, E., Ortynski, A., Spiride, G.: Robust solutions for the DWDM routing and provisioning problem: models and algorithms. Opt. Netw. Mag. 4(2), 74–84 (2003)
141.
Zurück zum Zitat Kerbache, L., Smith, J.M.: Multi-objective routing within large scale facilities using open finite queueing networks. Eur. J. Oper. Res. 121(1), 105–123 (2000)CrossRef Kerbache, L., Smith, J.M.: Multi-objective routing within large scale facilities using open finite queueing networks. Eur. J. Oper. Res. 121(1), 105–123 (2000)CrossRef
142.
Zurück zum Zitat Khademi-Zare, H., Zarei, M., Sadeghieh, A., Owlia, M.S.: Ranking the strategic actions of Iran mobile cellular telecommunication using two models of fuzzy QFD. Telecommun. Policy 34, 747–759 (2010)CrossRef Khademi-Zare, H., Zarei, M., Sadeghieh, A., Owlia, M.S.: Ranking the strategic actions of Iran mobile cellular telecommunication using two models of fuzzy QFD. Telecommun. Policy 34, 747–759 (2010)CrossRef
143.
Zurück zum Zitat Kim, J., Chang, K.K., Byunggon, Y.: A survey study on the relative importance of intranet functions: using the analytic hierarchy process. In: Fourth International Decision Sciences Institute Conference, Sydney (1997) Kim, J., Chang, K.K., Byunggon, Y.: A survey study on the relative importance of intranet functions: using the analytic hierarchy process. In: Fourth International Decision Sciences Institute Conference, Sydney (1997)
144.
Zurück zum Zitat Kim, S.H., Lim, K., Kim, C.: A scalable QoS-based inter-domain routing scheme in a high speed wide area network. Comput. Commun. 21, 390–399 (1998)CrossRef Kim, S.H., Lim, K., Kim, C.: A scalable QoS-based inter-domain routing scheme in a high speed wide area network. Comput. Commun. 21, 390–399 (1998)CrossRef
145.
Zurück zum Zitat Knowles, J., Oates, M., Corne, D.: Advanced multi-objective evolutionary algorithms applied to two problems in telecommunications. BT Technol. J. 18(4), 51–65 (2000)CrossRef Knowles, J., Oates, M., Corne, D.: Advanced multi-objective evolutionary algorithms applied to two problems in telecommunications. BT Technol. J. 18(4), 51–65 (2000)CrossRef
146.
Zurück zum Zitat Komolafe, O., Sventek, J.: RSVP performance evaluation using multi-objective evolutionary optimisation. In: Proceedings of the 24th Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Infocom 2005), Miami, FL, vol. 4, pp. 2447–2457 (2005) Komolafe, O., Sventek, J.: RSVP performance evaluation using multi-objective evolutionary optimisation. In: Proceedings of the 24th Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Infocom 2005), Miami, FL, vol. 4, pp. 2447–2457 (2005)
147.
Zurück zum Zitat Korkmaz, T., Krunz, M.: Multi-constrained optimal path selection. In: Sengupta, B., Bauer, F., Cavendish, D. (eds.) Proceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001), Anchorage, AK, vol. 2, pp. 834–843. IEEE Computer and Communications Societies, (2001) Korkmaz, T., Krunz, M.: Multi-constrained optimal path selection. In: Sengupta, B., Bauer, F., Cavendish, D. (eds.) Proceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001), Anchorage, AK, vol. 2, pp. 834–843. IEEE Computer and Communications Societies, (2001)
148.
Zurück zum Zitat Korkmaz, T., Krunz, M.: A randomized algorithm for finding a path subject to multiple QoS constraints. Comput. Netw. 36(2–3), 251–268 (2001)CrossRef Korkmaz, T., Krunz, M.: A randomized algorithm for finding a path subject to multiple QoS constraints. Comput. Netw. 36(2–3), 251–268 (2001)CrossRef
149.
Zurück zum Zitat Kuipers, F., van Mieghem, P.: MAMCRA: a constrained-based multicast routing algorithm. Comput. Commun. 25(8), 802–811 (2002)CrossRef Kuipers, F., van Mieghem, P.: MAMCRA: a constrained-based multicast routing algorithm. Comput. Commun. 25(8), 802–811 (2002)CrossRef
150.
Zurück zum Zitat Kuipers, F.A., van Mieghem, P.: Conditions that impact the complexity of QoS routing. IEEE/ACM Trans. Netw. 13(4), 717–730 (2005)CrossRef Kuipers, F.A., van Mieghem, P.: Conditions that impact the complexity of QoS routing. IEEE/ACM Trans. Netw. 13(4), 717–730 (2005)CrossRef
151.
Zurück zum Zitat Kuipers, F.A., van Mieghem, P.: Non-dominance in QoS routing: an implementational perspective. IEEE Commun. Lett. 9(3), 267–269 (2005)CrossRef Kuipers, F.A., van Mieghem, P.: Non-dominance in QoS routing: an implementational perspective. IEEE Commun. Lett. 9(3), 267–269 (2005)CrossRef
152.
Zurück zum Zitat Kuipers, F., van Mieghem, P., Korkmaz, T., Krunz, M.: An overview of constraint-based path selection algorithms for QoS routing. IEEE Commun. Mag. 40(12), 50–55 (2002)CrossRef Kuipers, F., van Mieghem, P., Korkmaz, T., Krunz, M.: An overview of constraint-based path selection algorithms for QoS routing. IEEE Commun. Mag. 40(12), 50–55 (2002)CrossRef
153.
Zurück zum Zitat Kuipers, F.A., Korkmaz, T., Krunz, M., van Mieghem, P.: A review of constraint-based routing algorithms. Technical Report, Technical University Delft (2002) Kuipers, F.A., Korkmaz, T., Krunz, M., van Mieghem, P.: A review of constraint-based routing algorithms. Technical Report, Technical University Delft (2002)
154.
Zurück zum Zitat Kuipers, F.A., Korkmaz, T., Krunz, M., van Mieghem, P.: Performance evaluation of constraint-based path selection algorithms. IEEE Netw. 18(5), 16–23 (2004)CrossRef Kuipers, F.A., Korkmaz, T., Krunz, M., van Mieghem, P.: Performance evaluation of constraint-based path selection algorithms. IEEE Netw. 18(5), 16–23 (2004)CrossRef
155.
Zurück zum Zitat Kuipers, F., Orda, A., Raz, D., van Mieghem, P.: A comparison of exact and ε-approximation algorithms for constrained routing. In: Proceedings of Networking 2006 - Fifth IFIP Networking Conference, Coimbra, Portugal (2006) Kuipers, F., Orda, A., Raz, D., van Mieghem, P.: A comparison of exact and ε-approximation algorithms for constrained routing. In: Proceedings of Networking 2006 - Fifth IFIP Networking Conference, Coimbra, Portugal (2006)
156.
Zurück zum Zitat Kumar, R.: Multicriteria network design using distributed evolutionary algorithm. In: Pinkston, T.M., Prasanna, V.K. (eds.) Proceedings of the 10th International Conference on High Performance Computing (HiPC 2003), Hyderabad. Lecture Notes in Computer Science, vol. 2913/2003, pp. 343–352. Springer, New York (2003) Kumar, R.: Multicriteria network design using distributed evolutionary algorithm. In: Pinkston, T.M., Prasanna, V.K. (eds.) Proceedings of the 10th International Conference on High Performance Computing (HiPC 2003), Hyderabad. Lecture Notes in Computer Science, vol. 2913/2003, pp. 343–352. Springer, New York (2003)
157.
Zurück zum Zitat Kuo, Y.F., Chen, P.C.: Selection of mobile value-added services for system operators using fuzzy synthetic evaluation. Expert Syst. Appl. 30(4), 612–620 (2006)CrossRef Kuo, Y.F., Chen, P.C.: Selection of mobile value-added services for system operators using fuzzy synthetic evaluation. Expert Syst. Appl. 30(4), 612–620 (2006)CrossRef
158.
Zurück zum Zitat Kyrylov, V., Bonanni, C.: Modeling decision making by telecommunications services providers in a strategy market game. In: Proceedings of the 2004 Applied Telecommunications Symposium (ATS’04), Arlington, VA (2004) Kyrylov, V., Bonanni, C.: Modeling decision making by telecommunications services providers in a strategy market game. In: Proceedings of the 2004 Applied Telecommunications Symposium (ATS’04), Arlington, VA (2004)
159.
Zurück zum Zitat Kyrylov, V., Bonanni, C.: Multi-criteria optimisation of budgeting decisions by telecommunication service providers in a simulation game. Int. J. Manag. Decis. Mak. 7(2–3), 201–215 (2006) Kyrylov, V., Bonanni, C.: Multi-criteria optimisation of budgeting decisions by telecommunication service providers in a simulation game. Int. J. Manag. Decis. Mak. 7(2–3), 201–215 (2006)
160.
Zurück zum Zitat Lee, W.C., Hluchyj, M.G., Humblet, P.A.: Routing subject to quality of service constraints in integrated communication networks. IEEE Netw. 9(4), 46–55 (1995)CrossRef Lee, W.C., Hluchyj, M.G., Humblet, P.A.: Routing subject to quality of service constraints in integrated communication networks. IEEE Netw. 9(4), 46–55 (1995)CrossRef
161.
Zurück zum Zitat Lee, H., Shi, Y., Nazem, S.M., Kang, S.Y., Park, T.H., Sohn, M.H.: Multicriteria hub decision making for rural area telecommunication networks. Eur. J. Oper. Res. 133, 483–495 (2001)CrossRef Lee, H., Shi, Y., Nazem, S.M., Kang, S.Y., Park, T.H., Sohn, M.H.: Multicriteria hub decision making for rural area telecommunication networks. Eur. J. Oper. Res. 133, 483–495 (2001)CrossRef
162.
Zurück zum Zitat Lee, K., Toguyeni, A., Noce, A., Rahmani, A.: Comparison of multipath algorithms for load balancing in a MPLS network. In: Kim, C. (ed.) Proceedings of the International Conference on Information Networking – Convergence in Broadband and Mobile Networking (ICOIN2005), Jeju Island, Korea. Lecture Notes in Computer Science, vol. 3391/2005, pp. 463–470. Springer, Berlin (2005)CrossRef Lee, K., Toguyeni, A., Noce, A., Rahmani, A.: Comparison of multipath algorithms for load balancing in a MPLS network. In: Kim, C. (ed.) Proceedings of the International Conference on Information Networking – Convergence in Broadband and Mobile Networking (ICOIN2005), Jeju Island, Korea. Lecture Notes in Computer Science, vol. 3391/2005, pp. 463–470. Springer, Berlin (2005)CrossRef
163.
Zurück zum Zitat Leesutthipornchai, P., Wattanapongsakorn, N., Charnsripinyo, C.: Multi-objective design for routing wavelength assignment in WDM networks. In: Proceedings of the 3rd International Conference on New Trends in Information and Service Science (NISS 2009), Beijing, pp. 1315–1320 (2009) Leesutthipornchai, P., Wattanapongsakorn, N., Charnsripinyo, C.: Multi-objective design for routing wavelength assignment in WDM networks. In: Proceedings of the 3rd International Conference on New Trends in Information and Service Science (NISS 2009), Beijing, pp. 1315–1320 (2009)
164.
Zurück zum Zitat Leesutthipornchai, P., Charnsripinyo, C., Wattanapongsakorn, N.: Solving multi-objective routing and wavelength assignment in WDM network using hybrid evolutionary computation approach. Comput. Commun. 33(18), 2246–2259 (2010)CrossRef Leesutthipornchai, P., Charnsripinyo, C., Wattanapongsakorn, N.: Solving multi-objective routing and wavelength assignment in WDM network using hybrid evolutionary computation approach. Comput. Commun. 33(18), 2246–2259 (2010)CrossRef
165.
Zurück zum Zitat Levin, M.S., Nuiriakhmetov, R.I.: Multicriteria Steiner tree problem for communication network. Inf. Process. 9(3), 199–209 (2009) Levin, M.S., Nuiriakhmetov, R.I.: Multicriteria Steiner tree problem for communication network. Inf. Process. 9(3), 199–209 (2009)
166.
Zurück zum Zitat Levin, M.S., Petukhov, M.V.: Connection of users with a telecommunications network: multicriteria assignment problem. J. Commun. Technol. Electron. 55(12), 1532–1541 (2010)CrossRef Levin, M.S., Petukhov, M.V.: Connection of users with a telecommunications network: multicriteria assignment problem. J. Commun. Technol. Electron. 55(12), 1532–1541 (2010)CrossRef
167.
Zurück zum Zitat Levin, M.S., Petukhov, M.V.: Multicriteria assignment problem (Selection of access points). In: García-Pedrajas, N., Herrera, F., Fyfe, C., Benítez, J.M., Ali, M. (eds.) Trends in Applied Intelligent Systems. Lecture Notes in Computer Science, vol. 6097, pp. 277–287. Springer, Berlin (2010)CrossRef Levin, M.S., Petukhov, M.V.: Multicriteria assignment problem (Selection of access points). In: García-Pedrajas, N., Herrera, F., Fyfe, C., Benítez, J.M., Ali, M. (eds.) Trends in Applied Intelligent Systems. Lecture Notes in Computer Science, vol. 6097, pp. 277–287. Springer, Berlin (2010)CrossRef
168.
Zurück zum Zitat Li, L., Li, C.: A QoS-guaranteed multicast routing protocol. Comput. Commun. 27(1), 59–69 (2004)CrossRef Li, L., Li, C.: A QoS-guaranteed multicast routing protocol. Comput. Commun. 27(1), 59–69 (2004)CrossRef
169.
Zurück zum Zitat Li, L., Li, C.: A QoS multicast routing protocol for dynamic group. Inf. Sci. 169, 113–130 (2005)CrossRef Li, L., Li, C.: A QoS multicast routing protocol for dynamic group. Inf. Sci. 169, 113–130 (2005)CrossRef
170.
Zurück zum Zitat Li, H., Landa-Silva, D.: Evolutionary multi-objective simulated annealing with adaptive and competitive search direction. In: Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC 2008), IEEE World Congress on Computational Intelligence, Hong Kong, pp. 3311–3318 (2008) Li, H., Landa-Silva, D.: Evolutionary multi-objective simulated annealing with adaptive and competitive search direction. In: Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC 2008), IEEE World Congress on Computational Intelligence, Hong Kong, pp. 3311–3318 (2008)
171.
Zurück zum Zitat Li, Q., Beaver, J., Amer, A., Chrysanthis, P.K., Labrinidis, A., Santhanakrishnan, G.: Multi-criteria routing in wireless sensor-based pervasive environments. J. Pervasive Comput. Commun. 1(4), 313–326 (2005)CrossRef Li, Q., Beaver, J., Amer, A., Chrysanthis, P.K., Labrinidis, A., Santhanakrishnan, G.: Multi-criteria routing in wireless sensor-based pervasive environments. J. Pervasive Comput. Commun. 1(4), 313–326 (2005)CrossRef
172.
Zurück zum Zitat Liu, G., Ramakrishnan, K.G.: A*Prune: an algorithm for finding k shortest paths subject to multiple constraints. In: Sengupta, B., Bauer, F., Cavendish, D. (eds.) Proceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001), Anchorage, AK, vol. 2, pp. 743–749. IEEE Computer and Communications Societies (2001) Liu, G., Ramakrishnan, K.G.: A*Prune: an algorithm for finding k shortest paths subject to multiple constraints. In: Sengupta, B., Bauer, F., Cavendish, D. (eds.) Proceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001), Anchorage, AK, vol. 2, pp. 743–749. IEEE Computer and Communications Societies (2001)
173.
Zurück zum Zitat Long, F., Sun, F., Yang, Z.: A novel routing algorithm based on multi-objective optimization for satellite networks. J. Netw. 6(2), 238–246 (2011) Long, F., Sun, F., Yang, Z.: A novel routing algorithm based on multi-objective optimization for satellite networks. J. Netw. 6(2), 238–246 (2011)
174.
Zurück zum Zitat Lukač, K., Lukač, Z.: Multicriteria dynamic routing in communication networks based on F learning automata. In: Hamza, M.H. (ed.) Proceedings of Communications and Computer Networks (CCN 2002), Cambridge (2002) Lukač, K., Lukač, Z.: Multicriteria dynamic routing in communication networks based on F learning automata. In: Hamza, M.H. (ed.) Proceedings of Communications and Computer Networks (CCN 2002), Cambridge (2002)
176.
Zurück zum Zitat Lukač, K., Lukač, Z., Tkalić, M.: On behaviour of fuzzy norms and F learning automata in distributed multicriteria network routing. In: Hamza, M.H. (ed.) Proceedings of the 21st IASTED International Conference on Applied Informatics, Innsbruck, pp. 686–691 (2003) Lukač, K., Lukač, Z., Tkalić, M.: On behaviour of fuzzy norms and F learning automata in distributed multicriteria network routing. In: Hamza, M.H. (ed.) Proceedings of the 21st IASTED International Conference on Applied Informatics, Innsbruck, pp. 686–691 (2003)
177.
Zurück zum Zitat Ma, Q., Steenkiste, P.: On path selection for traffic with bandwidth guarantees. In: Proceedings of 5th IEEE International Conference on Network Protocols (ICNP’97), Atlanta, GA, pp. 191–202. IEEE Computer Society (1997) Ma, Q., Steenkiste, P.: On path selection for traffic with bandwidth guarantees. In: Proceedings of 5th IEEE International Conference on Network Protocols (ICNP’97), Atlanta, GA, pp. 191–202. IEEE Computer Society (1997)
178.
Zurück zum Zitat Ma, Q., Steenkiste, P.: Routing traffic with quality-of-service guarantees in integrated services networks. In: Lesley, I., McAuley, D. (eds.) Proceedings of 8th International Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV’98) (1998) Ma, Q., Steenkiste, P.: Routing traffic with quality-of-service guarantees in integrated services networks. In: Lesley, I., McAuley, D. (eds.) Proceedings of 8th International Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV’98) (1998)
179.
Zurück zum Zitat Mahdavi, I., Fazlollahtabar, H., Mozaffari, E., Heidari, M., Mahdavi-Amiri, N.: Data envelopment analysis based comparison of two hybrid multi-criteria decision-making approaches for mobile phone selection: a case study in Iranian telecommunication environment. Int. J. Inf. Decis. Sci. 1(2), 194–220 (2008) Mahdavi, I., Fazlollahtabar, H., Mozaffari, E., Heidari, M., Mahdavi-Amiri, N.: Data envelopment analysis based comparison of two hybrid multi-criteria decision-making approaches for mobile phone selection: a case study in Iranian telecommunication environment. Int. J. Inf. Decis. Sci. 1(2), 194–220 (2008)
180.
Zurück zum Zitat Mahey, P., Ribeiro, C.C.: Optimal routing for multi-service communication networks. OR/MS Today 29(3), 40–43 (2002) Mahey, P., Ribeiro, C.C.: Optimal routing for multi-service communication networks. OR/MS Today 29(3), 40–43 (2002)
181.
Zurück zum Zitat Mahjoub, D., El-Rewini, H.: Adaptive constraint-based multi-objective routing for wireless sensor networks. In: Proceedings of the IEEE International Conference on Pervasive Services (ICPS’07), Istanbul, pp. 72–75. IEEE Computer Society Press (2007) Mahjoub, D., El-Rewini, H.: Adaptive constraint-based multi-objective routing for wireless sensor networks. In: Proceedings of the IEEE International Conference on Pervasive Services (ICPS’07), Istanbul, pp. 72–75. IEEE Computer Society Press (2007)
182.
Zurück zum Zitat Malakooti, B., Thomas, I.: A distributed composite multiple criteria routing using distance vector. In: Proceedings of the 2006 IEEE International Conference on Networking, Sensing and Control (ICNSC’06), Ft. Lauderdale, FL, pp. 42–47 (2006) Malakooti, B., Thomas, I.: A distributed composite multiple criteria routing using distance vector. In: Proceedings of the 2006 IEEE International Conference on Networking, Sensing and Control (ICNSC’06), Ft. Lauderdale, FL, pp. 42–47 (2006)
183.
Zurück zum Zitat Malakooti, B., Griffith, M., Linsky, T., Liberatore, V., Malakooti, N., Bhasin, K.: Multi-criteria space based Internet routing. In: Proceedings of the 13th Industrial Engineering Research Conference (IERC), Houston, TX (2004) Malakooti, B., Griffith, M., Linsky, T., Liberatore, V., Malakooti, N., Bhasin, K.: Multi-criteria space based Internet routing. In: Proceedings of the 13th Industrial Engineering Research Conference (IERC), Houston, TX (2004)
184.
Zurück zum Zitat Malakooti, B., Thomas, I., Tanguturi, S.K., Gajurel, S., Kim, H., Bhasin, K.: Multiple criteria network routing with simulation results. In: Proceedings of the 2006 Industrial Engineering Research Conference (IERC), Orlando, FL (2006) Malakooti, B., Thomas, I., Tanguturi, S.K., Gajurel, S., Kim, H., Bhasin, K.: Multiple criteria network routing with simulation results. In: Proceedings of the 2006 Industrial Engineering Research Conference (IERC), Orlando, FL (2006)
185.
Zurück zum Zitat Maniatis, S.I., Nikolouzou, E.G., Venieris, I.S.: QoS issues in the converged 3G wireless and wired networks. IEEE Commun. Mag. 40(8), 44–53 (2002)CrossRef Maniatis, S.I., Nikolouzou, E.G., Venieris, I.S.: QoS issues in the converged 3G wireless and wired networks. IEEE Commun. Mag. 40(8), 44–53 (2002)CrossRef
186.
Zurück zum Zitat Markovic, G., Acimovic-Raspopovic, V.: An adaptive multi-criteria routing algorithm for wavelength routed optical networks. In: Proceedings of EUROCON 2005, the International Conference on Computer as a Tool, Belgrade, pp. 1353–1356 (2005) Markovic, G., Acimovic-Raspopovic, V.: An adaptive multi-criteria routing algorithm for wavelength routed optical networks. In: Proceedings of EUROCON 2005, the International Conference on Computer as a Tool, Belgrade, pp. 1353–1356 (2005)
187.
Zurück zum Zitat Martins, L., Ferreira, N.G.: A bi-criteria approach for Steiner’s tree problems in communication networks. In: International Workshop on Modeling, Analysis, and Control of Complex Networks (Cnet2011), 23rd International Teletraffic Congress (ITC 23), San Francisco (2011) Martins, L., Ferreira, N.G.: A bi-criteria approach for Steiner’s tree problems in communication networks. In: International Workshop on Modeling, Analysis, and Control of Complex Networks (Cnet2011), 23rd International Teletraffic Congress (ITC 23), San Francisco (2011)
188.
Zurück zum Zitat Martins, E.Q.V., Pascoal, M.M.B., Santos, J.L.E.: Deviation algorithms for ranking shortest paths. Int. J. Found. Comput. Sci. 10(3), 247–263 (1999)CrossRef Martins, E.Q.V., Pascoal, M.M.B., Santos, J.L.E.: Deviation algorithms for ranking shortest paths. Int. J. Found. Comput. Sci. 10(3), 247–263 (1999)CrossRef
189.
Zurück zum Zitat Martins, L., Craveirinha, J., Clímaco, J., Gomes, T.: Modeling and performance analysis of a new multiple objective dynamic routing method for multiexchange networks. Research Report ET-N8-5; 11/2002, INESC-Coimbra ( www.inescc.pt ) (2002) Martins, L., Craveirinha, J., Clímaco, J., Gomes, T.: Modeling and performance analysis of a new multiple objective dynamic routing method for multiexchange networks. Research Report ET-N8-5; 11/2002, INESC-Coimbra ( www.inescc.pt ) (2002)
190.
Zurück zum Zitat Martins, L., Craveirinha, J., Clímaco, J.N., Gomes, T.: Implementation and performance of a new multiple objective dynamic routing method for multiexchange networks. J. Telecommun. Inf. Technol. 3, 60–66 (2003) Martins, L., Craveirinha, J., Clímaco, J.N., Gomes, T.: Implementation and performance of a new multiple objective dynamic routing method for multiexchange networks. J. Telecommun. Inf. Technol. 3, 60–66 (2003)
191.
Zurück zum Zitat Martins, L., Craveirinha, J., Clímaco, J., Gomes, T.: On a bi-dimensional dynamic alternative routing method. Eur. J. Oper. Res. [Special Issue on Advances in Complex Systems Modeling, Makowski, M., Nakamori, Y., Sebastian, H.-J. (eds.)] 166(3), 828–842 (2005) Martins, L., Craveirinha, J., Clímaco, J., Gomes, T.: On a bi-dimensional dynamic alternative routing method. Eur. J. Oper. Res. [Special Issue on Advances in Complex Systems Modeling, Makowski, M., Nakamori, Y., Sebastian, H.-J. (eds.)] 166(3), 828–842 (2005)
192.
Zurück zum Zitat Martins, L., Craveirinha, J., Clímaco, J.: A new multiobjective dynamic routing method for multiservice networks: modelling and performance. Comput. Manag. Sci. 3(3), 225–244 (2006)CrossRef Martins, L., Craveirinha, J., Clímaco, J.: A new multiobjective dynamic routing method for multiservice networks: modelling and performance. Comput. Manag. Sci. 3(3), 225–244 (2006)CrossRef
193.
Zurück zum Zitat Martins, L., Francisco, C., Redol, J., Craveirinha, J., Clímaco, J., Monteiro, P.: Evaluation of a multiobjective alternative routing method in carrier IP/MPLS networks. In: Fratta, L., Schulzrinne, H., Takahashi, Y., Spaniol, O. (eds.) Proceedings of NETWORKING 2009 – 8th International IFIP-TC 6 Networking Conference, Aachen. Lecture Notes in Computer Science, vol. 5550, pp. 195–206. Springer, Berlin (2009) Martins, L., Francisco, C., Redol, J., Craveirinha, J., Clímaco, J., Monteiro, P.: Evaluation of a multiobjective alternative routing method in carrier IP/MPLS networks. In: Fratta, L., Schulzrinne, H., Takahashi, Y., Spaniol, O. (eds.) Proceedings of NETWORKING 2009 – 8th International IFIP-TC 6 Networking Conference, Aachen. Lecture Notes in Computer Science, vol. 5550, pp. 195–206. Springer, Berlin (2009)
194.
Zurück zum Zitat Martins, L., Ferreira, N., Craveirinha, J.: A bi-criteria algorithm for multipoint-to-multipoint virtual connections in transport networks. In: Proceedings of the 7th International Conference on Network and Service Management (CNSM 2011), Paris (2011) Martins, L., Ferreira, N., Craveirinha, J.: A bi-criteria algorithm for multipoint-to-multipoint virtual connections in transport networks. In: Proceedings of the 7th International Conference on Network and Service Management (CNSM 2011), Paris (2011)
195.
Zurück zum Zitat Marwaha, S., Srinivasan, D., Chen, K.T., Vasilakos, A.: Evolutionary fuzzy multi-objective routing for wireless mobile ad hoc networks. In: Congress on Evolutionary Computation (CEC2004), Portland, OR, vol. 2, pp. 1964–1971 (2004) Marwaha, S., Srinivasan, D., Chen, K.T., Vasilakos, A.: Evolutionary fuzzy multi-objective routing for wireless mobile ad hoc networks. In: Congress on Evolutionary Computation (CEC2004), Portland, OR, vol. 2, pp. 1964–1971 (2004)
196.
Zurück zum Zitat Masip-Bruin, X., Yannuzzi, M., Domingo-Pascual, J., Fonte, A., Curado, M., Monteiro, E., Kuipers, F., van Mieghem, P., Avallone, S., Ventre, G., Aranda-Gutiérrez, P., Hollick, M., Steinmetz, R., Iannone, L., Salamatian, K.: Research challenges in QoS routing. Comput. Commun. 29(5), 563–581 (2006)CrossRef Masip-Bruin, X., Yannuzzi, M., Domingo-Pascual, J., Fonte, A., Curado, M., Monteiro, E., Kuipers, F., van Mieghem, P., Avallone, S., Ventre, G., Aranda-Gutiérrez, P., Hollick, M., Steinmetz, R., Iannone, L., Salamatian, K.: Research challenges in QoS routing. Comput. Commun. 29(5), 563–581 (2006)CrossRef
197.
Zurück zum Zitat Meisel, Y.D., Fabregat, R., Fàbrega, L.: Multi-objective scheme over multi-tree routing in multicast MPLS networks. In: Proceedings of the 2003 IFIP/ACM Latin America Networking Conference (LANC’03), La Paz (2003) Meisel, Y.D., Fabregat, R., Fàbrega, L.: Multi-objective scheme over multi-tree routing in multicast MPLS networks. In: Proceedings of the 2003 IFIP/ACM Latin America Networking Conference (LANC’03), La Paz (2003)
198.
Zurück zum Zitat Meyerson, A., Munagala, K., Plotkin, S.: Cost distance: two metric network design. SIAM J. Comput. 38(4), 1648–1659 (2008)CrossRef Meyerson, A., Munagala, K., Plotkin, S.: Cost distance: two metric network design. SIAM J. Comput. 38(4), 1648–1659 (2008)CrossRef
199.
Zurück zum Zitat Minhas, M.R., Gopalakrishnan, S., Leung, V.C.M.: Multiobjective routing for simultaneously optimizing system lifetime and source-to-sink delay in wireless sensor networks. In: Proceedings of the 29th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS Workshops ’09), pp. 123–129 (2009) Minhas, M.R., Gopalakrishnan, S., Leung, V.C.M.: Multiobjective routing for simultaneously optimizing system lifetime and source-to-sink delay in wireless sensor networks. In: Proceedings of the 29th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS Workshops ’09), pp. 123–129 (2009)
200.
Zurück zum Zitat Mitra, D., Ramakrishnan, K.G.: A case study of multiservice, multipriority traffic engineering design for data networks. In: Proceedings of Global Telecommunications Conference (IEEE GLOBECOM’99), vol. 1b, pp. 1077–1083 (1999) Mitra, D., Ramakrishnan, K.G.: A case study of multiservice, multipriority traffic engineering design for data networks. In: Proceedings of Global Telecommunications Conference (IEEE GLOBECOM’99), vol. 1b, pp. 1077–1083 (1999)
201.
Zurück zum Zitat Mitra, D., Ramakrishnan, K.G.: Techniques for traffic engineering of multiservice, multipriority networks. Bell Labs Tech. J. 6(1), 139–151 (2001)CrossRef Mitra, D., Ramakrishnan, K.G.: Techniques for traffic engineering of multiservice, multipriority networks. Bell Labs Tech. J. 6(1), 139–151 (2001)CrossRef
202.
Zurück zum Zitat Mitra, D., Morrison, J.A., Ramakrishnan, K.G.: Optimization and design of network routing using refined asymptotic approximations. Perform. Eval. 36–37, 267–288 (1999)CrossRef Mitra, D., Morrison, J.A., Ramakrishnan, K.G.: Optimization and design of network routing using refined asymptotic approximations. Perform. Eval. 36–37, 267–288 (1999)CrossRef
203.
Zurück zum Zitat Mitra, D., Ramakrishnan, K.G., Wang, Q.: Combined economic modeling and traffic engineering: joint optimization of pricing and routing in multi-service networks. In: de Souza, J.M., da Fonseca, N.L.S., de Souza e Silva, E.A. (eds.) Proceedings of the 17th International Teletraffic Congress (ITC-17) – Traffic Engineering in the Internet Era, pp. 73–85. Elsevier, Salvador (2001) Mitra, D., Ramakrishnan, K.G., Wang, Q.: Combined economic modeling and traffic engineering: joint optimization of pricing and routing in multi-service networks. In: de Souza, J.M., da Fonseca, N.L.S., de Souza e Silva, E.A. (eds.) Proceedings of the 17th International Teletraffic Congress (ITC-17) – Traffic Engineering in the Internet Era, pp. 73–85. Elsevier, Salvador (2001)
204.
Zurück zum Zitat Nace, D., Pioro, M.: Max-min fairness and its applications to routing and load-balancing in communication networks: a tutorial. IEEE Commun. Surv. Tutorials 10(4), 5–17 (2008)CrossRef Nace, D., Pioro, M.: Max-min fairness and its applications to routing and load-balancing in communication networks: a tutorial. IEEE Commun. Surv. Tutorials 10(4), 5–17 (2008)CrossRef
205.
Zurück zum Zitat Nurminen, J.K.: Models and algorithms for network planning tools – practical experiences. Research Report E14, Systems Analysis Laboratory, Helsinki University of Technology (2003) Nurminen, J.K.: Models and algorithms for network planning tools – practical experiences. Research Report E14, Systems Analysis Laboratory, Helsinki University of Technology (2003)
206.
Zurück zum Zitat Ogryczak, W., Śliwiński, T., Wierzbicki, A.: Fair resource allocation schemes and network dimensioning problem. J. Telecommun. Inf. Technol. 3, 34–42 (2003) Ogryczak, W., Śliwiński, T., Wierzbicki, A.: Fair resource allocation schemes and network dimensioning problem. J. Telecommun. Inf. Technol. 3, 34–42 (2003)
207.
Zurück zum Zitat Ogryczak, W., Pióro, M., Tomaszewski, A.: Telecommunications network design and Max-min optimization problem. J. Telecommun. Inf. Technol. 3, 43–56 (2005) Ogryczak, W., Pióro, M., Tomaszewski, A.: Telecommunications network design and Max-min optimization problem. J. Telecommun. Inf. Technol. 3, 43–56 (2005)
208.
Zurück zum Zitat Ogryczak, W., Wierzbicki, A., Milewski, M.: A multi-criteria approach to fair and efficient bandwidth allocation. OMEGA Int. J. Manag. Sci. [Special Issue on Multiple Criteria Decision Making for Engineering, Wiecek, M.M., Ehrgott, M., Fadel, G., Figueira, J.R. (eds.)] 36(3), 451–463 (2008) Ogryczak, W., Wierzbicki, A., Milewski, M.: A multi-criteria approach to fair and efficient bandwidth allocation. OMEGA Int. J. Manag. Sci. [Special Issue on Multiple Criteria Decision Making for Engineering, Wiecek, M.M., Ehrgott, M., Fadel, G., Figueira, J.R. (eds.)] 36(3), 451–463 (2008)
209.
Zurück zum Zitat Ondrus, J., Bui, T., Pigneur, Y.: A multi-actor, multi-criteria approach for technology selection when designing mobile information systems. In: Proceedings of IFIP TC8 Working Conference on Mobile Information Systems (MOBIS’05), Leeds (2005) Ondrus, J., Bui, T., Pigneur, Y.: A multi-actor, multi-criteria approach for technology selection when designing mobile information systems. In: Proceedings of IFIP TC8 Working Conference on Mobile Information Systems (MOBIS’05), Leeds (2005)
210.
Zurück zum Zitat Orda, A.: Routing with end-to-end QoS guarantees in broadband networks. IEEE/ACM Trans. Netw. 7(3), 365–374 (1999)CrossRef Orda, A.: Routing with end-to-end QoS guarantees in broadband networks. IEEE/ACM Trans. Netw. 7(3), 365–374 (1999)CrossRef
211.
Zurück zum Zitat Osman, M.S., Abo-Sinna, M.A., Mousa, A.A.: An effective genetic algorithm approach to multiobjective routing problems (MORPs). Appl. Math. Comput. 163(2), 769–781 (2005) Osman, M.S., Abo-Sinna, M.A., Mousa, A.A.: An effective genetic algorithm approach to multiobjective routing problems (MORPs). Appl. Math. Comput. 163(2), 769–781 (2005)
212.
Zurück zum Zitat Oueslti-Boulahia, S., Oubagha, E.: An approach to routing elastic flows. In: Smith, D., Key, P. (eds.) Proceedings of the 16th International Teletraffic Congress (ITC16) – Teletraffic Engineering in a Competitive World, Edinburgh, pp. 1311–1320. Elsevier, Amsterdam (1999) Oueslti-Boulahia, S., Oubagha, E.: An approach to routing elastic flows. In: Smith, D., Key, P. (eds.) Proceedings of the 16th International Teletraffic Congress (ITC16) – Teletraffic Engineering in a Competitive World, Edinburgh, pp. 1311–1320. Elsevier, Amsterdam (1999)
213.
Zurück zum Zitat Papagianni, C., Papadopoulos, K., Pappas, C., Tselikas, N.D., Kaklamani, D.T., Venieris, I.S.: Communication network design using particle swarm optimization. In: Proceedings of the International Multiconference on Computer Science and Information Technology (IMCSIT 2008), Wisla, pp. 915–920 (2008) Papagianni, C., Papadopoulos, K., Pappas, C., Tselikas, N.D., Kaklamani, D.T., Venieris, I.S.: Communication network design using particle swarm optimization. In: Proceedings of the International Multiconference on Computer Science and Information Technology (IMCSIT 2008), Wisla, pp. 915–920 (2008)
214.
Zurück zum Zitat Parsa, M., Zhu, Q., Garcia-Luna-Aceves, J.J.: An iterative algorithm for delay-constrained minimum-cost multicasting. IEEE/ACM Trans. Netw. 6(4), 461–474 (1998)CrossRef Parsa, M., Zhu, Q., Garcia-Luna-Aceves, J.J.: An iterative algorithm for delay-constrained minimum-cost multicasting. IEEE/ACM Trans. Netw. 6(4), 461–474 (1998)CrossRef
215.
Zurück zum Zitat Petrowski, A., Aissanou, F., Benyahia, I., Houcke, S.: Multicriteria reinforcement learning based on a Russian doll method for network routing. In: Proceedings of 5th IEEE International Conference on Intelligent Systems (IS’10), London (2010) Petrowski, A., Aissanou, F., Benyahia, I., Houcke, S.: Multicriteria reinforcement learning based on a Russian doll method for network routing. In: Proceedings of 5th IEEE International Conference on Intelligent Systems (IS’10), London (2010)
216.
Zurück zum Zitat Pinto, D., Barán, B.: Solving multiobjective multicast routing problem with a new ant colony optimization approach. In: Proceedings of the 2nd IFIP/ACM Latin American Networking Conference (LANC’05), Cali (2005) Pinto, D., Barán, B.: Solving multiobjective multicast routing problem with a new ant colony optimization approach. In: Proceedings of the 2nd IFIP/ACM Latin American Networking Conference (LANC’05), Cali (2005)
217.
Zurück zum Zitat Pióro, M., Medhi, D.: Routing, Flow, and Capacity Design in Communication and Computer Networks, 1st edn. Morgan Kaufmann Publishers, San Francisco (2004) Pióro, M., Medhi, D.: Routing, Flow, and Capacity Design in Communication and Computer Networks, 1st edn. Morgan Kaufmann Publishers, San Francisco (2004)
218.
Zurück zum Zitat Pióro, M., Dzida, M., Kubilinskas, E., Nilsson, P., Ogryczak, W., Tomaszewski, A., Zagożdżon, M.: Applications of the Max-min fairness principle in telecommunication network design. In: Proceedings of the Next Generation Internet Networks (EURONGI 2005), Rome, pp. 219–225 (2005) Pióro, M., Dzida, M., Kubilinskas, E., Nilsson, P., Ogryczak, W., Tomaszewski, A., Zagożdżon, M.: Applications of the Max-min fairness principle in telecommunication network design. In: Proceedings of the Next Generation Internet Networks (EURONGI 2005), Rome, pp. 219–225 (2005)
219.
Zurück zum Zitat Pornavalai, C., Chakraborty, G., Shiratori, N.: QoS based routing algorithm in integrated services packet networks. In: Proceedings of 5th IEEE International Conference on Network Protocols (ICNP’97), Atlanta, GA, pp. 167–174. IEEE Computer Society (1997) Pornavalai, C., Chakraborty, G., Shiratori, N.: QoS based routing algorithm in integrated services packet networks. In: Proceedings of 5th IEEE International Conference on Network Protocols (ICNP’97), Atlanta, GA, pp. 167–174. IEEE Computer Society (1997)
220.
Zurück zum Zitat Pornavalai, C., Chakraborty, G., Shiratori, N.: Routing with multiple QoS requirements for supporting multimedia applications. Telecommun. Syst. 9(3,4), 357–373 (1998) Pornavalai, C., Chakraborty, G., Shiratori, N.: Routing with multiple QoS requirements for supporting multimedia applications. Telecommun. Syst. 9(3,4), 357–373 (1998)
221.
Zurück zum Zitat Pramod, V.R., Banwet, D.K.: Analytic network process analysis of an Indian telecommunication service supply chain: a case study. Serv. Sci. 2(4), 281–293 (2010)CrossRef Pramod, V.R., Banwet, D.K.: Analytic network process analysis of an Indian telecommunication service supply chain: a case study. Serv. Sci. 2(4), 281–293 (2010)CrossRef
222.
Zurück zum Zitat Prasithsangaree, P., Niehaus, D.: Multiple QoS routing in large PNNI ATM networks with heavy traffic. In: Proceedings of the 2002 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS’02), San Diego, CA, pp. 438–442 (2002) Prasithsangaree, P., Niehaus, D.: Multiple QoS routing in large PNNI ATM networks with heavy traffic. In: Proceedings of the 2002 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS’02), San Diego, CA, pp. 438–442 (2002)
223.
Zurück zum Zitat Prieto, J., Barán, B., Crichigno, J.: Multitree-multiobjective multicast routing for traffic engineering. In: Bramer, M. (ed.) Proceedings of the 1st Artificial Intelligence in Theory and Practice, Santiago, Chile. IFIP International Federation for Information Processing, vol. 217, pp. 247–256. Springer, Berlin (2006) Prieto, J., Barán, B., Crichigno, J.: Multitree-multiobjective multicast routing for traffic engineering. In: Bramer, M. (ed.) Proceedings of the 1st Artificial Intelligence in Theory and Practice, Santiago, Chile. IFIP International Federation for Information Processing, vol. 217, pp. 247–256. Springer, Berlin (2006)
224.
Zurück zum Zitat Puri, A., Tripakis, S.: Algorithms for routing with multiple constraints. In: Proceedings of the 8th Scandinavian Workshop on Algorithm Theory (SWAT 2002), Turku, pp. 338–347 (2002) Puri, A., Tripakis, S.: Algorithms for routing with multiple constraints. In: Proceedings of the 8th Scandinavian Workshop on Algorithm Theory (SWAT 2002), Turku, pp. 338–347 (2002)
225.
Zurück zum Zitat Raisinghani, M.: A balanced analytic approach to strategic electronic commerce decisions: a framework of the evaluation method. In: van Grembergen, W. (ed.) Information Technology Evaluation Methods & Management, pp. 185–197. Idea Group Publishing, Hershey (2001)CrossRef Raisinghani, M.: A balanced analytic approach to strategic electronic commerce decisions: a framework of the evaluation method. In: van Grembergen, W. (ed.) Information Technology Evaluation Methods & Management, pp. 185–197. Idea Group Publishing, Hershey (2001)CrossRef
226.
Zurück zum Zitat Rajagopalan, R., Mohan, C.K., Varshney, P., Mehrotra, K.: Multi-objective mobile agent routing in wireless sensor networks. In: Proceedings of the 2005 IEEE Congress on Evolutionary Computation (CEC2005), Edinburgh, vol. 2, pp. 1730–1737 (2005) Rajagopalan, R., Mohan, C.K., Varshney, P., Mehrotra, K.: Multi-objective mobile agent routing in wireless sensor networks. In: Proceedings of the 2005 IEEE Congress on Evolutionary Computation (CEC2005), Edinburgh, vol. 2, pp. 1730–1737 (2005)
227.
Zurück zum Zitat Reeves, D.S., Salama, H.F.: A distributed algorithm for delay-constrained unicast routing. IEEE/ACM Trans. Netw. 8(2), 239–250 (2000)CrossRef Reeves, D.S., Salama, H.F.: A distributed algorithm for delay-constrained unicast routing. IEEE/ACM Trans. Netw. 8(2), 239–250 (2000)CrossRef
228.
Zurück zum Zitat Reid, A., Willis, P., Hawkins, I., Bilton, C.: Carrier ethernet. IEEE Commun. Mag. 46(9), 96–103 (2008)CrossRef Reid, A., Willis, P., Hawkins, I., Bilton, C.: Carrier ethernet. IEEE Commun. Mag. 46(9), 96–103 (2008)CrossRef
229.
Zurück zum Zitat Resende, M.G.C., Ribeiro, C.C.: A GRASP with path-relinking for private virtual circuit routing. Networks 41(3), 104–114 (2003)CrossRef Resende, M.G.C., Ribeiro, C.C.: A GRASP with path-relinking for private virtual circuit routing. Networks 41(3), 104–114 (2003)CrossRef
230.
Zurück zum Zitat Riedl, A.: A hybrid genetic algorithm for routing optimization in IP networks utilizing bandwidth and delay metrics. In: Proceedings of the 2002 IEEE Workshop on IP Operations & Management (IPOM 2002), Dallas, TX (2002) Riedl, A.: A hybrid genetic algorithm for routing optimization in IP networks utilizing bandwidth and delay metrics. In: Proceedings of the 2002 IEEE Workshop on IP Operations & Management (IPOM 2002), Dallas, TX (2002)
231.
Zurück zum Zitat Riedl, A., Schupke, D.A.: Routing optimization in IP networks utilizing additive and concave link metrics. IEEE/ACM Trans. Netw. 15(5), 1136–1148 (2007)CrossRef Riedl, A., Schupke, D.A.: Routing optimization in IP networks utilizing additive and concave link metrics. IEEE/ACM Trans. Netw. 15(5), 1136–1148 (2007)CrossRef
232.
Zurück zum Zitat Rocha, M., Sousa, P., Rio, M., Cortez, P.: QoS constrained internet routing with evolutionary algorithms. In: Proceedings of the 2006 IEEE Congress on Evolutionary Computation, Vancouver, BC (2006) Rocha, M., Sousa, P., Rio, M., Cortez, P.: QoS constrained internet routing with evolutionary algorithms. In: Proceedings of the 2006 IEEE Congress on Evolutionary Computation, Vancouver, BC (2006)
233.
Zurück zum Zitat Rodrigues, J.M., Clímaco, J.C., Current, J.R.: An interactive bi-objective shortest path approach: searching for unsupported nondominated solutions. Comput. Oper. Res. 26, 789–798 (1999)CrossRef Rodrigues, J.M., Clímaco, J.C., Current, J.R.: An interactive bi-objective shortest path approach: searching for unsupported nondominated solutions. Comput. Oper. Res. 26, 789–798 (1999)CrossRef
234.
Zurück zum Zitat Rosenhead, J., Mingers, J.: Rational Analysis for a Problematic World Revisited: Problem Structuring Methods for Complexity, Uncertainty and Conflict, 2nd edn. Wiley, New York (2001) Rosenhead, J., Mingers, J.: Rational Analysis for a Problematic World Revisited: Problem Structuring Methods for Complexity, Uncertainty and Conflict, 2nd edn. Wiley, New York (2001)
235.
Zurück zum Zitat Roy, B., Bouyssou, D.: Aide Multicritère à la Décision: Méthodes et Cas. Economica, Paris (1993) Roy, B., Bouyssou, D.: Aide Multicritère à la Décision: Méthodes et Cas. Economica, Paris (1993)
236.
Zurück zum Zitat Roy, A., Das, S.K.: Optimizing QoS-based multicast routing in wireless networks: a multi-objective genetic algorithmic approach. In: Gregori, E., Conti, M., Campbell, A.T., Omidyar, G., Zukerman, M. (eds.) Proceedings of the Second IFIP-TC6 Networking Conference, NETWORKING 2002, Pisa. Lecture Notes in Computer Science, vol. 2345, pp. 28–48. Springer, New York (2002) Roy, A., Das, S.K.: Optimizing QoS-based multicast routing in wireless networks: a multi-objective genetic algorithmic approach. In: Gregori, E., Conti, M., Campbell, A.T., Omidyar, G., Zukerman, M. (eds.) Proceedings of the Second IFIP-TC6 Networking Conference, NETWORKING 2002, Pisa. Lecture Notes in Computer Science, vol. 2345, pp. 28–48. Springer, New York (2002)
237.
Zurück zum Zitat Roy, A., Das, S.K.: QM2RP: a QoS-based mobile multicast routing protocol using multi-objective genetic algorithm. Wirel. Netw. 10(3), 271–286 (2004)CrossRef Roy, A., Das, S.K.: QM2RP: a QoS-based mobile multicast routing protocol using multi-objective genetic algorithm. Wirel. Netw. 10(3), 271–286 (2004)CrossRef
238.
Zurück zum Zitat Roy, A., Banerjee, N., Das, S.K.: An efficient multi-objective QoS-routing algorithm for wireless multicasting. In: Proceedings of the IEEE 55th Vehicular Technology Conference (VTC 2002), Birmingham, AL, vol. 3, pp. 1160–1164 (2002) Roy, A., Banerjee, N., Das, S.K.: An efficient multi-objective QoS-routing algorithm for wireless multicasting. In: Proceedings of the IEEE 55th Vehicular Technology Conference (VTC 2002), Birmingham, AL, vol. 3, pp. 1160–1164 (2002)
239.
Zurück zum Zitat Saaty, T.L.: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. Decision Making. McGraw-Hill, New York (1980) Saaty, T.L.: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. Decision Making. McGraw-Hill, New York (1980)
241.
Zurück zum Zitat Saaty, T.L.: How to make a decision: the analytic hierarchy process. Interfaces 24(6), 19–43 (1994)CrossRef Saaty, T.L.: How to make a decision: the analytic hierarchy process. Interfaces 24(6), 19–43 (1994)CrossRef
242.
Zurück zum Zitat Saaty, T.L.: Decision Making with Dependence and Feedback – The Analytic Network Process: The Organization and Prioritization of Complexity, 2nd edn. RWS Publications, Pittsburgh, PA (2001) Saaty, T.L.: Decision Making with Dependence and Feedback – The Analytic Network Process: The Organization and Prioritization of Complexity, 2nd edn. RWS Publications, Pittsburgh, PA (2001)
243.
Zurück zum Zitat Schnitter, S., Haßlinger, G.: Heuristic solutions to the LSP-design for MPLS traffic engineering. In: Proceedings of NETWORKS 2002 – 10th International Telecommunication Network Strategy and Planning Symposium, München, pp. 269–273 (2002) Schnitter, S., Haßlinger, G.: Heuristic solutions to the LSP-design for MPLS traffic engineering. In: Proceedings of NETWORKS 2002 – 10th International Telecommunication Network Strategy and Planning Symposium, München, pp. 269–273 (2002)
244.
Zurück zum Zitat Seok, Y., Lee, Y., Choi, Y., Kim, C.: Explicit multicast routing algorithms for constrained traffic engineering. In: Corradi, A., Daneshmand, M. (eds.) Proceedings of the 7th IEEE International Symposium on Computers and Communications (ISCC’02), Taormina (2002) Seok, Y., Lee, Y., Choi, Y., Kim, C.: Explicit multicast routing algorithms for constrained traffic engineering. In: Corradi, A., Daneshmand, M. (eds.) Proceedings of the 7th IEEE International Symposium on Computers and Communications (ISCC’02), Taormina (2002)
245.
Zurück zum Zitat Setämaa-Kärkkäinen, A., Miettinen, K., Vuori, J.: Heuristic for a new multiobjective scheduling problem. Optim. Lett. 1(3), 213–225 (2007)CrossRef Setämaa-Kärkkäinen, A., Miettinen, K., Vuori, J.: Heuristic for a new multiobjective scheduling problem. Optim. Lett. 1(3), 213–225 (2007)CrossRef
246.
Zurück zum Zitat Shafigh, A.S., Niyati, M.: A heuristic multi criteria routing protocol in wireless sensor networks. In: Unnikrishnan, S., Surve, S., Bhoir, D. (eds.) Advances in Computing, Communication and Control. Communications in Computer and Information Science Series, vol. 125, pp. 306–317. Springer, Berlin (2011) Shafigh, A.S., Niyati, M.: A heuristic multi criteria routing protocol in wireless sensor networks. In: Unnikrishnan, S., Surve, S., Bhoir, D. (eds.) Advances in Computing, Communication and Control. Communications in Computer and Information Science Series, vol. 125, pp. 306–317. Springer, Berlin (2011)
247.
Zurück zum Zitat Simões, C., Gomes, T., Craveirinha, J., Clímaco, J.: Performance analysis of a bi-objective model for routing and wavelength assignment in WDM networks. J. Telecommun. Inf. Technol. 3, 13–24 (2010) Simões, C., Gomes, T., Craveirinha, J., Clímaco, J.: Performance analysis of a bi-objective model for routing and wavelength assignment in WDM networks. J. Telecommun. Inf. Technol. 3, 13–24 (2010)
248.
Zurück zum Zitat Simões, C., Gomes, T., Craveirinha, J., Clímaco, J.: Performance analysis of a bi-objective model for routing with protection in WDM networks. J. Telecommun. Inf. Technol. 3, 25–35 (2010) Simões, C., Gomes, T., Craveirinha, J., Clímaco, J.: Performance analysis of a bi-objective model for routing with protection in WDM networks. J. Telecommun. Inf. Technol. 3, 25–35 (2010)
249.
Zurück zum Zitat Sobrinho, J.L.: Algebra and algorithms for QoS path computation and hop-by-hop routing in the Internet. IEEE/ACM Trans. Netw. 10(4), 541–550 (2002)CrossRef Sobrinho, J.L.: Algebra and algorithms for QoS path computation and hop-by-hop routing in the Internet. IEEE/ACM Trans. Netw. 10(4), 541–550 (2002)CrossRef
250.
Zurück zum Zitat Song, J., Pung, H.K., Jacob, L.: A multi-constrained distributed QoS routing algorithm. In: Proceedings of 8th IEEE International Conference on Networks (ICON’00), pp. 165–171 (2000) Song, J., Pung, H.K., Jacob, L.: A multi-constrained distributed QoS routing algorithm. In: Proceedings of 8th IEEE International Conference on Networks (ICON’00), pp. 165–171 (2000)
251.
Zurück zum Zitat Songhurst, D.J.: Charging Communication Networks: From Theory to Practice. Elsevier Science B. V., Amsterdam (1999) Songhurst, D.J.: Charging Communication Networks: From Theory to Practice. Elsevier Science B. V., Amsterdam (1999)
252.
Zurück zum Zitat Sousa, P., Cortez, P., Rio, M., Rocha, M.: Traffic engineering approaches using multicriteria optimization techniques. In: Proceedings of Wired/Wireless Internet Communications. Lecture Notes in Computer Science, vol. 6649, pp. 104–115. Springer, New York (2011) Sousa, P., Cortez, P., Rio, M., Rocha, M.: Traffic engineering approaches using multicriteria optimization techniques. In: Proceedings of Wired/Wireless Internet Communications. Lecture Notes in Computer Science, vol. 6649, pp. 104–115. Springer, New York (2011)
253.
Zurück zum Zitat Steuer, R.E.: Multiple Criteria Optimization: Theory, Computation and Application. Probability and Mathematical Statistics. Wiley, New York (1986) Steuer, R.E.: Multiple Criteria Optimization: Theory, Computation and Application. Probability and Mathematical Statistics. Wiley, New York (1986)
254.
Zurück zum Zitat Sylla, C., Whitworth, B., Mahinda, E.: A hybrid method for the multicriteria evaluation of network technologies. In: Proceedings of ICT Africa (2008) Sylla, C., Whitworth, B., Mahinda, E.: A hybrid method for the multicriteria evaluation of network technologies. In: Proceedings of ICT Africa (2008)
255.
Zurück zum Zitat Talavera, F., Crichigno, J., Barán, B.: Polices for dynamical multiobjective environment of multicast traffic engineering. In: Proceedings of the 12th IEEE International Conference on Telecommunications (ICT), Cape Town (2005) Talavera, F., Crichigno, J., Barán, B.: Polices for dynamical multiobjective environment of multicast traffic engineering. In: Proceedings of the 12th IEEE International Conference on Telecommunications (ICT), Cape Town (2005)
256.
Zurück zum Zitat Talbi, E.-G.: Metaheuristics: From Design to Implementation. Wiley, New York (2009)CrossRef Talbi, E.-G.: Metaheuristics: From Design to Implementation. Wiley, New York (2009)CrossRef
257.
Zurück zum Zitat Talbi, E.-G., Basseur, M., Nebro, A.J., Alba, E.: Multi-objective optimization using metaheuristics: non-standard algorithms. Int. Trans. Oper. Res. 19(1–2), 283–305 (2012)CrossRef Talbi, E.-G., Basseur, M., Nebro, A.J., Alba, E.: Multi-objective optimization using metaheuristics: non-standard algorithms. Int. Trans. Oper. Res. 19(1–2), 283–305 (2012)CrossRef
258.
Zurück zum Zitat Tam, M.C.Y., Tummala, V.M.R.: An application of the AHP in vendor selection of a telecommunications system. OMEGA Int. J. Manag. Sci. 29(2), 171–182 (2001)CrossRef Tam, M.C.Y., Tummala, V.M.R.: An application of the AHP in vendor selection of a telecommunications system. OMEGA Int. J. Manag. Sci. 29(2), 171–182 (2001)CrossRef
259.
Zurück zum Zitat Tarapata, Z.: Selected multicriteria shortest path problems: an analysis of complexity, models and adaptation of standard algorithms. Int. J. Appl. Math. Comput. Sci. 17(2), 269–287 (2007)CrossRef Tarapata, Z.: Selected multicriteria shortest path problems: an analysis of complexity, models and adaptation of standard algorithms. Int. J. Appl. Math. Comput. Sci. 17(2), 269–287 (2007)CrossRef
260.
Zurück zum Zitat Thirumalasetty, S.R., Medhi, D.: MPLS traffic engineering for survivable book-ahead guaranteed services. Technical Report in Computer Science and Telecommunications. University of Missouri, Kansas City (2001) Thirumalasetty, S.R., Medhi, D.: MPLS traffic engineering for survivable book-ahead guaranteed services. Technical Report in Computer Science and Telecommunications. University of Missouri, Kansas City (2001)
261.
Zurück zum Zitat Thizy, J.M., Lane, D.E., Pissarides, S., Rawat, S.: Interactive multiple criteria optimization for capital budgeting in a Canadian telecommunications company. In: Tamiz, M. (ed.) Multi-Objective Programming and Goal Programming: Theories and Applications. Lecture Notes in Economics and Mathematical Systems, vol. 432, pp. 128–147. Springer, Berlin (1996)CrossRef Thizy, J.M., Lane, D.E., Pissarides, S., Rawat, S.: Interactive multiple criteria optimization for capital budgeting in a Canadian telecommunications company. In: Tamiz, M. (ed.) Multi-Objective Programming and Goal Programming: Theories and Applications. Lecture Notes in Economics and Mathematical Systems, vol. 432, pp. 128–147. Springer, Berlin (1996)CrossRef
262.
Zurück zum Zitat Tiourine, S.R., Hurkens, C.A.J., Lenstra, J.K.: Local search algorithms for the radio link frequency assignment problem. Telecommun. Syst. 13(2–4), 293–314 (2000)CrossRef Tiourine, S.R., Hurkens, C.A.J., Lenstra, J.K.: Local search algorithms for the radio link frequency assignment problem. Telecommun. Syst. 13(2–4), 293–314 (2000)CrossRef
263.
Zurück zum Zitat Tsai, W.K., Dai, W.: Joint routing and rate assignment in MPLS based networks. In: Proceedings of 9th IEEE International Conference on Networks (ICON’01), pp. 196–201 (2001) Tsai, W.K., Dai, W.: Joint routing and rate assignment in MPLS based networks. In: Proceedings of 9th IEEE International Conference on Networks (ICON’01), pp. 196–201 (2001)
264.
Zurück zum Zitat van der Zee, M., Heijenk, G.: Quality of service routing: state of the art report. Open Report 1/0362-FCP NB 102 88 Uen, Ericsson / University of Twente (1999) van der Zee, M., Heijenk, G.: Quality of service routing: state of the art report. Open Report 1/0362-FCP NB 102 88 Uen, Ericsson / University of Twente (1999)
265.
Zurück zum Zitat van Mieghem, P., Kuipers, F.A.: On the complexity of QoS routing. Comput. Commun. 26(4), 376–387 (2003)CrossRef van Mieghem, P., Kuipers, F.A.: On the complexity of QoS routing. Comput. Commun. 26(4), 376–387 (2003)CrossRef
266.
Zurück zum Zitat van Mieghem, P., Kuipers, F.A.: Concepts of exact QoS algorithms. IEEE/ACM Trans. Netw. 12(5), 851–864 (2004)CrossRef van Mieghem, P., Kuipers, F.A.: Concepts of exact QoS algorithms. IEEE/ACM Trans. Netw. 12(5), 851–864 (2004)CrossRef
267.
Zurück zum Zitat van Mieghem, P., de Neve, H., Kuipers, F.A.: Hop-by-hop quality of service routing. Computer Netw. 37(3–4), 407–423 (2001)CrossRef van Mieghem, P., de Neve, H., Kuipers, F.A.: Hop-by-hop quality of service routing. Computer Netw. 37(3–4), 407–423 (2001)CrossRef
268.
Zurück zum Zitat van Veldhuizen, D.A., Lamont, G.B.: Multiobjective evolutionary algorithms: analyzing the state-of-the-art. Evol. Comput. 8(2), 125–147 (2000)CrossRef van Veldhuizen, D.A., Lamont, G.B.: Multiobjective evolutionary algorithms: analyzing the state-of-the-art. Evol. Comput. 8(2), 125–147 (2000)CrossRef
269.
Zurück zum Zitat Wang, Z., Crowcroft, J.: Quality-of-service routing for supporting multimedia applications. IEEE J. Sel. Areas Commun. 14(7), 1228–1234 (1996)CrossRef Wang, Z., Crowcroft, J.: Quality-of-service routing for supporting multimedia applications. IEEE J. Sel. Areas Commun. 14(7), 1228–1234 (1996)CrossRef
270.
Zurück zum Zitat Wang, H., van Mieghem, P.: Constructing the overlay network by tuning link weights. In: Proceedings of the 2nd International Conference on Communications and Networking in China (CHINACOM ‘07), Shanghai, pp. 139–143; 324–328 (2007) Wang, H., van Mieghem, P.: Constructing the overlay network by tuning link weights. In: Proceedings of the 2nd International Conference on Communications and Networking in China (CHINACOM ‘07), Shanghai, pp. 139–143; 324–328 (2007)
272.
Zurück zum Zitat Watanabe, S., Hiroyasu, T., Miki, M.: Parallel evolutionary multi-criterion optimization for mobile telecommunication networks optimization. In: Giannakoglou, K.C., Tsahalis, D.T., Periaux, J., Papailiou, K.D., Fogarty, T. (eds.) Proceedings of the EUROGEN’01, Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems, Barcelona, pp. 167–172 (2001) Watanabe, S., Hiroyasu, T., Miki, M.: Parallel evolutionary multi-criterion optimization for mobile telecommunication networks optimization. In: Giannakoglou, K.C., Tsahalis, D.T., Periaux, J., Papailiou, K.D., Fogarty, T. (eds.) Proceedings of the EUROGEN’01, Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems, Barcelona, pp. 167–172 (2001)
273.
Zurück zum Zitat Widyono, R.: The design and evaluation of routing algorithms for real-time channels. Technical Report TR-94-024, Tenet Group – University of California at Berkeley & International Computer Science Institute (1994) Widyono, R.: The design and evaluation of routing algorithms for real-time channels. Technical Report TR-94-024, Tenet Group – University of California at Berkeley & International Computer Science Institute (1994)
274.
Zurück zum Zitat Wierzbicki, A.: Multicriteria models for the placement of internet caches. In: Proceedings of the 16th MCDM World Conference – MCDM Winter Conference, Semmering (2002) Wierzbicki, A.: Multicriteria models for the placement of internet caches. In: Proceedings of the 16th MCDM World Conference – MCDM Winter Conference, Semmering (2002)
275.
Zurück zum Zitat Wierzbicki, A.P.: Telecommunications, multiple criteria analysis and knowledge theory. J. Telecommun. Inf. Technol. 3, 3–13 (2005) Wierzbicki, A.P.: Telecommunications, multiple criteria analysis and knowledge theory. J. Telecommun. Inf. Technol. 3, 3–13 (2005)
276.
Zurück zum Zitat Wierzbicki, A.P., Burakowski, W.: A conceptual framework for multiple-criteria routing in QoS IP networks. Int. Trans. Oper. Res. 18(3), 377–399 (2011)CrossRef Wierzbicki, A.P., Burakowski, W.: A conceptual framework for multiple-criteria routing in QoS IP networks. Int. Trans. Oper. Res. 18(3), 377–399 (2011)CrossRef
277.
Zurück zum Zitat Wojewnik, P., Szapiro, T.: Bireference procedure fBIP for interactive multicriteria optimization with fuzzy coefficients. Cent. Eur. J. Econ. Model. Econ. 2(3), 169–193 (2010) Wojewnik, P., Szapiro, T.: Bireference procedure fBIP for interactive multicriteria optimization with fuzzy coefficients. Cent. Eur. J. Econ. Model. Econ. 2(3), 169–193 (2010)
278.
Zurück zum Zitat Wu, J.J., Hwang, R.H., Lu, H.I.: Multicast routing with multiple QoS constraints in ATM networks. Inf. Sci. 124, 29–57 (2000)CrossRef Wu, J.J., Hwang, R.H., Lu, H.I.: Multicast routing with multiple QoS constraints in ATM networks. Inf. Sci. 124, 29–57 (2000)CrossRef
279.
Zurück zum Zitat Wu, J., Rong, L., Wang, Y., Huang, H., Li, H., Pentikousis, K., Schramm, F., Schulz, E., Pampu, C., Chen, M., Lei, L., Womack, J., Periyalwar, S., Ramrekha, T.A., Politis, C., Usui, T., Wang, C.-X., Hunt, B., Kim, S.G.: Requirements and vision for NG-Wireless. Outlook 7 – Visions and research directions for the Wireless World. Wireless World Research Forum (2011) Wu, J., Rong, L., Wang, Y., Huang, H., Li, H., Pentikousis, K., Schramm, F., Schulz, E., Pampu, C., Chen, M., Lei, L., Womack, J., Periyalwar, S., Ramrekha, T.A., Politis, C., Usui, T., Wang, C.-X., Hunt, B., Kim, S.G.: Requirements and vision for NG-Wireless. Outlook 7 – Visions and research directions for the Wireless World. Wireless World Research Forum (2011)
280.
Zurück zum Zitat Xu, Y., Qu, R.: Solving multi-objective multicast routing problems by evolutionary multi-objective simulated annealing algorithms with variable neighbourhoods. J. Oper. Res. Soc. [Special Issue on Heuristic Optimisation, Aickelin, U., Clark, A. (eds.)] 62(2), 313–325 (2011) Xu, Y., Qu, R.: Solving multi-objective multicast routing problems by evolutionary multi-objective simulated annealing algorithms with variable neighbourhoods. J. Oper. Res. Soc. [Special Issue on Heuristic Optimisation, Aickelin, U., Clark, A. (eds.)] 62(2), 313–325 (2011)
281.
Zurück zum Zitat Yu, P.L.: Multiple-Criteria Decision Making: Concepts, Techniques and Extensions. Mathematical Concepts and Methods in Science and Engineering. Plenum Press, New York (1985)CrossRef Yu, P.L.: Multiple-Criteria Decision Making: Concepts, Techniques and Extensions. Mathematical Concepts and Methods in Science and Engineering. Plenum Press, New York (1985)CrossRef
282.
Zurück zum Zitat Yu, H.C., Lee, Z.Y., Chang, S.C.: Using a fuzzy multi-criteria decision making approach to evaluate alternative licensing mechanisms. Inf. Manag. 42(4), 517–531 (2005)CrossRef Yu, H.C., Lee, Z.Y., Chang, S.C.: Using a fuzzy multi-criteria decision making approach to evaluate alternative licensing mechanisms. Inf. Manag. 42(4), 517–531 (2005)CrossRef
283.
Zurück zum Zitat Yuan, X.: Heuristic algorithms for multiconstrained quality-of-service routing. IEEE/ACM Trans. Netw. 10(2), 244–256 (2002)CrossRef Yuan, X.: Heuristic algorithms for multiconstrained quality-of-service routing. IEEE/ACM Trans. Netw. 10(2), 244–256 (2002)CrossRef
284.
Zurück zum Zitat Yuan, D.: A bi-criteria optimization approach for robust OSPF routing. In: Proceedings of the 3rd IEEE Workshop on IP Operations and Management (IPOM 2003), Kansas City, MO, pp. 91–98 (2003) Yuan, D.: A bi-criteria optimization approach for robust OSPF routing. In: Proceedings of the 3rd IEEE Workshop on IP Operations and Management (IPOM 2003), Kansas City, MO, pp. 91–98 (2003)
285.
Zurück zum Zitat Yuan, X., Liu, X.: Heuristic algorithms for multi-constrained quality of service routing. In: Sengupta, B., Bauer, F., Cavendish, D. (eds.) Proceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001), Anchorage, AK, vol. 2, pp. 844–853. IEEE Computer and Communications Societies (2001) Yuan, X., Liu, X.: Heuristic algorithms for multi-constrained quality of service routing. In: Sengupta, B., Bauer, F., Cavendish, D. (eds.) Proceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001), Anchorage, AK, vol. 2, pp. 844–853. IEEE Computer and Communications Societies (2001)
286.
Zurück zum Zitat Zang, H., Jue, J.P., Mukherjee, B.: A review of routing and wavelength assignment approaches for wavelength-routed optical WDM networks. SPIE/Baltzer Opt. Netw. Mag. 1(1), 47–60 (2000) Zang, H., Jue, J.P., Mukherjee, B.: A review of routing and wavelength assignment approaches for wavelength-routed optical WDM networks. SPIE/Baltzer Opt. Netw. Mag. 1(1), 47–60 (2000)
287.
Zurück zum Zitat Zeleny, M.: A concept of compromise solutions and the method of the displaced ideal. Comput. Oper. Res. 1(3–4), 479–496 (1974)CrossRef Zeleny, M.: A concept of compromise solutions and the method of the displaced ideal. Comput. Oper. Res. 1(3–4), 479–496 (1974)CrossRef
288.
Zurück zum Zitat Zhang, R., Zhu, X.: Fuzzy routing in QoS networks. In: Wang, L., Jin, Y. (eds.) Proceedings of the Second International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2005), Changsha. Lecture Notes in Computer Science, vol. 3614, pp. 880–890. Springer, Berlin (2005) Zhang, R., Zhu, X.: Fuzzy routing in QoS networks. In: Wang, L., Jin, Y. (eds.) Proceedings of the Second International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2005), Changsha. Lecture Notes in Computer Science, vol. 3614, pp. 880–890. Springer, Berlin (2005)
289.
Zurück zum Zitat Zhu, B.: Routing and wavelength assignment in all-optical networks by multi-objective genetic algorithms. Technical Report, Department of Mechanical Engineering, University of California at Berkeley (2000) Zhu, B.: Routing and wavelength assignment in all-optical networks by multi-objective genetic algorithms. Technical Report, Department of Mechanical Engineering, University of California at Berkeley (2000)
290.
Zurück zum Zitat Zhu, Q., Parsa, M., Garcia-Luna-Aceves, J.J.: A source-based algorithm for delay-constrained minimum-cost multicasting. In: Proceedings of the 14th Annual Joint Conference of the IEEE Computer and Communication Societies (IEEE INFOCOM ‘95) – Bringing Information to People, Boston, MA, vol. 1, pp. 377–385. IEEE Computer Society (1995) Zhu, Q., Parsa, M., Garcia-Luna-Aceves, J.J.: A source-based algorithm for delay-constrained minimum-cost multicasting. In: Proceedings of the 14th Annual Joint Conference of the IEEE Computer and Communication Societies (IEEE INFOCOM ‘95) – Bringing Information to People, Boston, MA, vol. 1, pp. 377–385. IEEE Computer Society (1995)
Metadaten
Titel
Multicriteria Analysis in Telecommunication Network Planning and Design: A Survey
verfasst von
João Clímaco
José Craveirinha
Rita Girão-Silva
Copyright-Jahr
2016
Verlag
Springer New York
DOI
https://doi.org/10.1007/978-1-4939-3094-4_26

Premium Partner