Skip to main content

2016 | OriginalPaper | Buchkapitel

Application of the Simulated Annealing Algorithm for Transport Infrastructure Planning

verfasst von : Ana Laura Costa, Maria Conceição Cunha, Paulo A. L. F. Coelho, Herbert H. Einstein

Erschienen in: Metaheuristics and Optimization in Civil Engineering

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Decisions in planning for transport infrastructure are the result of complex technical, political, and societal concerns. Its context of limited public funding and large costs require that decision making is soundly supported. When addressing real-world problems, however, it is extremely difficult to ascertain the system configuration yielding the most value. Different alternatives exist that trade-off interrelated factors governing the value of the configurations. Metaheuristics can be of assistance when solving such real-world problems. This chapter presents an application of the simulated annealing algorithm to solve an integrated approach to high-speed rail planning. The algorithm capabilities in addressing the intricacies imposed by large and complex problems are discussed.

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 "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

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!

Literatur
7.
Zurück zum Zitat EC: Commission Decision of 20 December 2007 concerning a technical specification for interoperability relating to the infrastructure sub-system of the trans-European high-speed rail system. Off. J. Eur. Union (2008) EC: Commission Decision of 20 December 2007 concerning a technical specification for interoperability relating to the infrastructure sub-system of the trans-European high-speed rail system. Off. J. Eur. Union (2008)
8.
Zurück zum Zitat CEN: Railway application—track alignment design parameters—track gauges 1435 mm and wider—Part 1: plain line. ENV 13803-1, CEN—European Committee for Standardization (2002) CEN: Railway application—track alignment design parameters—track gauges 1435 mm and wider—Part 1: plain line. ENV 13803-1, CEN—European Committee for Standardization (2002)
9.
Zurück zum Zitat RTRI: Design Standards for Railway Structures—Displacement Limits (2007) RTRI: Design Standards for Railway Structures—Displacement Limits (2007)
10.
Zurück zum Zitat Levinson, D., Gillen, D., Kanafani, A., Mathieu, J.: The Full Cost of Intercity Transportation—A Comparison of High Speed Rail, Air And Highway Transportation In California (1996) Levinson, D., Gillen, D., Kanafani, A., Mathieu, J.: The Full Cost of Intercity Transportation—A Comparison of High Speed Rail, Air And Highway Transportation In California (1996)
11.
13.
Zurück zum Zitat Jong, J.C.: Optimizing highway alignments with genetic algorithms. Ph.D. Dissertation. Department of Civil and Environmental Engineering (1998) Jong, J.C.: Optimizing highway alignments with genetic algorithms. Ph.D. Dissertation. Department of Civil and Environmental Engineering (1998)
14.
Zurück zum Zitat Jong, J.C., Jha, M.K., Schonfeld, P.: Preliminary highway design with genetic algorithms and geographic information systems. Comput. Civ. Infrastruct. Eng. 15, 261–271 (2000)CrossRef Jong, J.C., Jha, M.K., Schonfeld, P.: Preliminary highway design with genetic algorithms and geographic information systems. Comput. Civ. Infrastruct. Eng. 15, 261–271 (2000)CrossRef
23.
Zurück zum Zitat Jong, J.C., Schonfeld, P.: Cost functions for optimizing highway alignments. Transp. Res. Rec. J. Transp. Res. Board 1959, 58–67 (1999). doi:10.3141/1659-08 CrossRef Jong, J.C., Schonfeld, P.: Cost functions for optimizing highway alignments. Transp. Res. Rec. J. Transp. Res. Board 1959, 58–67 (1999). doi:10.​3141/​1659-08 CrossRef
25.
Zurück zum Zitat Trietsch, D.: A family of methods for preliminary highway alignment. Transp. Sci. 21, 17–25 (1987)CrossRef Trietsch, D.: A family of methods for preliminary highway alignment. Transp. Sci. 21, 17–25 (1987)CrossRef
31.
Zurück zum Zitat Metropolis, N., Rosenbluth, A.W., Rosenbluth, M.N., et al.: Equation of state calculations by fast computing machines. J. Chem. Phys. 21, 1087–1092 (1953)CrossRef Metropolis, N., Rosenbluth, A.W., Rosenbluth, M.N., et al.: Equation of state calculations by fast computing machines. J. Chem. Phys. 21, 1087–1092 (1953)CrossRef
32.
Zurück zum Zitat Kirkpatrick, S., Gelatt, C.D., Vecchi, M.P.: Optimization by simulated annealing. Science 220, 671–680 (1983) Kirkpatrick, S., Gelatt, C.D., Vecchi, M.P.: Optimization by simulated annealing. Science 220, 671–680 (1983)
33.
Zurück zum Zitat Cerny, V.: Thermodynamical approach to the traveling salesman problem—an efficient simulation algorithm. J. Optim. Theory Appl. 45, 41–51 (1985)MathSciNetCrossRefMATH Cerny, V.: Thermodynamical approach to the traveling salesman problem—an efficient simulation algorithm. J. Optim. Theory Appl. 45, 41–51 (1985)MathSciNetCrossRefMATH
34.
Zurück zum Zitat Aarts, E., Korst, J., Van Laarhoven, P.J.M.: Simulated annealing. In: Aarts, E., Lenstra, J.K. (eds.) Local Search in Combinatorial Optimization, 1st edn., pp 91–120. Wiley, New York (1997) Aarts, E., Korst, J., Van Laarhoven, P.J.M.: Simulated annealing. In: Aarts, E., Lenstra, J.K. (eds.) Local Search in Combinatorial Optimization, 1st edn., pp 91–120. Wiley, New York (1997)
36.
Zurück zum Zitat Johnson, D.S., Aragon, C.R., MCGeoch, L.A., Schevon C.: Optimization by simulated annealing—an experimental evaluation. Part 1. Graph Partit. Oper. Res. 37, 865–892 (1989) doi:10.1287/opre.37.6.865 Johnson, D.S., Aragon, C.R., MCGeoch, L.A., Schevon C.: Optimization by simulated annealing—an experimental evaluation. Part 1. Graph Partit. Oper. Res. 37, 865–892 (1989) doi:10.​1287/​opre.​37.​6.​865
37.
Zurück zum Zitat Osman, I.H., Laporte, G.: Metaheuristics: a bibliography. Ann. Oper. Res. 63, 513–623 (1996)CrossRefMATH Osman, I.H., Laporte, G.: Metaheuristics: a bibliography. Ann. Oper. Res. 63, 513–623 (1996)CrossRefMATH
39.
Zurück zum Zitat Jilla, C.D., Miller, D.W.: Assessing the performance of a heuristic simulated annealing algorithm for the design of distributed satellite systems. Acta Astronaut. 48, 529–543 (2001)CrossRef Jilla, C.D., Miller, D.W.: Assessing the performance of a heuristic simulated annealing algorithm for the design of distributed satellite systems. Acta Astronaut. 48, 529–543 (2001)CrossRef
42.
Zurück zum Zitat Cunha, M.C.: On solving aquifer management problems with simulated annealing algorithms. Water Resour. Manag. 13, 153–169 (1999)CrossRef Cunha, M.C.: On solving aquifer management problems with simulated annealing algorithms. Water Resour. Manag. 13, 153–169 (1999)CrossRef
43.
Zurück zum Zitat Cunha, M.C., Sousa, J.J.O.: Hydraulic infrastructures design using simulated annealing. J. Infrastruct. Syst. 7, 32–39 (2001)CrossRef Cunha, M.C., Sousa, J.J.O.: Hydraulic infrastructures design using simulated annealing. J. Infrastruct. Syst. 7, 32–39 (2001)CrossRef
44.
Zurück zum Zitat Maier, H.R., Kapelan, Z., Kasprzyk, J., et al.: Evolutionary algorithms and other metaheuristics in water resources: current status, research challenges and future directions. Environ. Model Softw. 62, 271–299 (2014). doi:10.1016/j.envsoft.2014.09.013 CrossRef Maier, H.R., Kapelan, Z., Kasprzyk, J., et al.: Evolutionary algorithms and other metaheuristics in water resources: current status, research challenges and future directions. Environ. Model Softw. 62, 271–299 (2014). doi:10.​1016/​j.​envsoft.​2014.​09.​013 CrossRef
Metadaten
Titel
Application of the Simulated Annealing Algorithm for Transport Infrastructure Planning
verfasst von
Ana Laura Costa
Maria Conceição Cunha
Paulo A. L. F. Coelho
Herbert H. Einstein
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-26245-1_11