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2015 | OriginalPaper | Buchkapitel

5. Constrained Probability Collectives with Feasibility Based Rule I

verfasst von : Anand Jayant Kulkarni, Kang Tai, Ajith Abraham

Erschienen in: Probability Collectives

Verlag: Springer International Publishing

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Abstract

This chapter demonstrates further efforts to develop a generic constraint handling technique for PC in order to make it a more versatile optimization algorithm.

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Literatur
1.
Zurück zum Zitat Deb, K.: An efficient constraint handling method for genetic algorithms. Comput. Methods Appl. Mech. Eng. 186, pp. 311–338 (2000) Deb, K.: An efficient constraint handling method for genetic algorithms. Comput. Methods Appl. Mech. Eng. 186, pp. 311–338 (2000)
2.
Zurück zum Zitat He, Q., Wang, L.: A hybrid particle swarm optimization with a feasibility-based rule for constrained optimization. Appl. Math. Comput. 186, 1407–1422 (2007)CrossRefMATHMathSciNet He, Q., Wang, L.: A hybrid particle swarm optimization with a feasibility-based rule for constrained optimization. Appl. Math. Comput. 186, 1407–1422 (2007)CrossRefMATHMathSciNet
3.
Zurück zum Zitat Sakthivel, V.P., Bhuvaneswari, R., Subramanian, S.: Design optimization of three-phase energy efficient induction motor using adaptive bacterial foraging algorithm. Comput. Math. Electr. Electron. Eng. 29(3), 699–726 (2010)CrossRefMATH Sakthivel, V.P., Bhuvaneswari, R., Subramanian, S.: Design optimization of three-phase energy efficient induction motor using adaptive bacterial foraging algorithm. Comput. Math. Electr. Electron. Eng. 29(3), 699–726 (2010)CrossRefMATH
4.
Zurück zum Zitat Kaveh, A., Talatahari, S.: An improved ant colony optimization for constrained engineering design problems. Comput. Aided Eng. Software 27(1), 155–182 (2010)CrossRefMATH Kaveh, A., Talatahari, S.: An improved ant colony optimization for constrained engineering design problems. Comput. Aided Eng. Software 27(1), 155–182 (2010)CrossRefMATH
5.
Zurück zum Zitat Bansal, S., Mani, A., Patvardhan, C.: Is stochastic ranking really better than feasibility rules for constraint handling in evolutionary algorithms? In: Proceedings of World Congress on Nature and Biologically Inspired Computing, pp. 1564–1567 (2009) Bansal, S., Mani, A., Patvardhan, C.: Is stochastic ranking really better than feasibility rules for constraint handling in evolutionary algorithms? In: Proceedings of World Congress on Nature and Biologically Inspired Computing, pp. 1564–1567 (2009)
6.
Zurück zum Zitat Gao, J., Li, H., Jiao, Y.C.: Modified differential evolution for the integer programming problems. In: Proceedings of International Conference on Artificial Intelligence, pp. 213–219 (2009) Gao, J., Li, H., Jiao, Y.C.: Modified differential evolution for the integer programming problems. In: Proceedings of International Conference on Artificial Intelligence, pp. 213–219 (2009)
7.
Zurück zum Zitat Ping, W., Xuemin, T.: A Hybrid DE-SQP algorithm with switching procedure for dynamic optimization. In: Proceedings of Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, pp. 2254–2259 (2009) Ping, W., Xuemin, T.: A Hybrid DE-SQP algorithm with switching procedure for dynamic optimization. In: Proceedings of Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, pp. 2254–2259 (2009)
8.
Zurück zum Zitat Ray, T., Tai, K., Seow, K.C.: An evolutionary algorithm for constrained optimization. In: Proceedings of the Genetic and Evolutionary Computation Conference, pp. 771–777 (2000) Ray, T., Tai, K., Seow, K.C.: An evolutionary algorithm for constrained optimization. In: Proceedings of the Genetic and Evolutionary Computation Conference, pp. 771–777 (2000)
9.
Zurück zum Zitat Ray, T., Tai, K., Seow, K.C.: Multiobjective design optimization by an evolutionary algorithm. Eng. Optim. 33(4), 399–424 (2001)CrossRef Ray, T., Tai, K., Seow, K.C.: Multiobjective design optimization by an evolutionary algorithm. Eng. Optim. 33(4), 399–424 (2001)CrossRef
10.
Zurück zum Zitat Tai, K., Prasad, J.: Target-matching test problem for multiobjective topology optimization using genetic algorithms. Struct. Multi. Optim. 34(4), 333–345 (2007)CrossRef Tai, K., Prasad, J.: Target-matching test problem for multiobjective topology optimization using genetic algorithms. Struct. Multi. Optim. 34(4), 333–345 (2007)CrossRef
11.
Zurück zum Zitat Kulkarni, A.J., Tai, K.: A probability collectives approach with a feasibility-based rule for constrained optimization. Appl. Comput. Intell. Soft Comput. 2011, Article ID 980216 Kulkarni, A.J., Tai, K.: A probability collectives approach with a feasibility-based rule for constrained optimization. Appl. Comput. Intell. Soft Comput. 2011, Article ID 980216
12.
Zurück zum Zitat Metkar, S.J., Kulkarni, A.J.: Boundary searching genetic algorithm: a multi-objective approach for constrained problems. In: Satapathy, S.C., Biswal, B.N., Udgata, S.K. (eds) Advances in Intelligent and Soft Computing, Springer, pp. 269–276 (2014) Metkar, S.J., Kulkarni, A.J.: Boundary searching genetic algorithm: a multi-objective approach for constrained problems. In: Satapathy, S.C., Biswal, B.N., Udgata, S.K. (eds) Advances in Intelligent and Soft Computing, Springer, pp. 269–276 (2014)
13.
Zurück zum Zitat Zhang, D., Deng, A.: An effective hybrid algorithm for the problem of packing circles into a larger containing circle. Comput. Oper. Res. 32, 1941–1951 (2005)CrossRefMATH Zhang, D., Deng, A.: An effective hybrid algorithm for the problem of packing circles into a larger containing circle. Comput. Oper. Res. 32, 1941–1951 (2005)CrossRefMATH
14.
Zurück zum Zitat Theodoracatos, V.E., Grimsley, J.L.: The optimal packing of arbitrarily-shaped polygons using simulated annealing and polynomial-time cooling schedules. Comput. Methods Appl. Mech. Eng. 125, 53–70 (1995)CrossRefMATHMathSciNet Theodoracatos, V.E., Grimsley, J.L.: The optimal packing of arbitrarily-shaped polygons using simulated annealing and polynomial-time cooling schedules. Comput. Methods Appl. Mech. Eng. 125, 53–70 (1995)CrossRefMATHMathSciNet
15.
Zurück zum Zitat Liu, J., Xue, S., Liu, Z., Xu, D.: An improved energy landscape paving algorithm for the problem of packing circles into a larger containing circle. Comput. Ind. Eng. 57(3), 1144–1149 (2009)CrossRef Liu, J., Xue, S., Liu, Z., Xu, D.: An improved energy landscape paving algorithm for the problem of packing circles into a larger containing circle. Comput. Ind. Eng. 57(3), 1144–1149 (2009)CrossRef
16.
Zurück zum Zitat Castillo, I., Kampas, F.J., Pinter, J.D.: Solving circle packing problems by global optimization: numerical results and industrial applications. Eur. J. Oper. Res. 191(3), 786–802 (2008)CrossRefMATHMathSciNet Castillo, I., Kampas, F.J., Pinter, J.D.: Solving circle packing problems by global optimization: numerical results and industrial applications. Eur. J. Oper. Res. 191(3), 786–802 (2008)CrossRefMATHMathSciNet
17.
Zurück zum Zitat Garey, M.R., Johnson D.S.: Computers and Intractability: A Guide to the Theory of NP-completeness. W. H. Freeman & Co. (1979) Garey, M.R., Johnson D.S.: Computers and Intractability: A Guide to the Theory of NP-completeness. W. H. Freeman & Co. (1979)
18.
Zurück zum Zitat Hochbaum, D.S., Maass, W.: Approximation schemes for covering and packing problems in image processing and VLSI. J. Assoc. Comput. Mach. 1(32), 130–136 (1985)CrossRefMathSciNet Hochbaum, D.S., Maass, W.: Approximation schemes for covering and packing problems in image processing and VLSI. J. Assoc. Comput. Mach. 1(32), 130–136 (1985)CrossRefMathSciNet
19.
Zurück zum Zitat Wang, H., Huang, W., Zhang, Q., Xu, D.: An improved algorithm for the packing of unequal circles within a larger containing circle. Eur. J. Oper. Res. 141, 440–453 (2002)CrossRefMATHMathSciNet Wang, H., Huang, W., Zhang, Q., Xu, D.: An improved algorithm for the packing of unequal circles within a larger containing circle. Eur. J. Oper. Res. 141, 440–453 (2002)CrossRefMATHMathSciNet
20.
Zurück zum Zitat Szabo, P.G., Markot, M.C., Csendes, T.: Global optimization in geometry—circle packing into the square. Essays and Surveys. In: Audet, P., Hansen, P., Savard, G. (eds.) Global Optimization, Kluwer , pp. 233–265 (2005) Szabo, P.G., Markot, M.C., Csendes, T.: Global optimization in geometry—circle packing into the square. Essays and Surveys. In: Audet, P., Hansen, P., Savard, G. (eds.) Global Optimization, Kluwer , pp. 233–265 (2005)
21.
22.
Zurück zum Zitat Nurmela, K.J., Ostergard, P.R.J.: More optimal packing of equal circles in a square. Discrete Comput. Geom. 22, 439–457 (1999)CrossRefMATHMathSciNet Nurmela, K.J., Ostergard, P.R.J.: More optimal packing of equal circles in a square. Discrete Comput. Geom. 22, 439–457 (1999)CrossRefMATHMathSciNet
23.
Zurück zum Zitat Graham, R.L., Lubachevsky, B.D.: Repeated patterns of dense packings of equal disks in a square. Electr. J. Combinatorics 3, 1–16 (1996) Graham, R.L., Lubachevsky, B.D.: Repeated patterns of dense packings of equal disks in a square. Electr. J. Combinatorics 3, 1–16 (1996)
24.
Zurück zum Zitat Szabo, P.G., Csendes, T., Casado, L.G., Garcia, I.: Equal circles packing in a square i—problem setting and bounds for optimal solutions. In: Giannessi, F., Pardalos, P., Rapcsak, T. (eds.) Optimization Theory: Recent Developments from Matrahaza, Kluwer, pp. 191–206 (2001) Szabo, P.G., Csendes, T., Casado, L.G., Garcia, I.: Equal circles packing in a square i—problem setting and bounds for optimal solutions. In: Giannessi, F., Pardalos, P., Rapcsak, T. (eds.) Optimization Theory: Recent Developments from Matrahaza, Kluwer, pp. 191–206 (2001)
25.
Zurück zum Zitat de Groot, C., Peikert, R., Wurtz, D.: The Optimal Packing of Ten Equal Circles in a Square, IPS Research Report 90-12. ETH, Zurich (1990) de Groot, C., Peikert, R., Wurtz, D.: The Optimal Packing of Ten Equal Circles in a Square, IPS Research Report 90-12. ETH, Zurich (1990)
26.
Zurück zum Zitat Goldberg, M.: The packing of equal circles in a square, Mathematics Magazine, 43 pp. 24–30 (1970) Goldberg, M.: The packing of equal circles in a square, Mathematics Magazine, 43 pp. 24–30 (1970)
27.
28.
29.
31.
Zurück zum Zitat Boll, D.W., Donovan, J., Graham, R.L., Lubachevsky, B.D.: Improving dense packings of equal disks in a square. Electr. J. Combinatorics 7, R46 (2000)MathSciNet Boll, D.W., Donovan, J., Graham, R.L., Lubachevsky, B.D.: Improving dense packings of equal disks in a square. Electr. J. Combinatorics 7, R46 (2000)MathSciNet
32.
Zurück zum Zitat Lubachevsky, D., Graham, R.L.: Curved hexagonal packing of equal circles in a circle. Discrete Comput. Geom. 18, 179–194 (1997)CrossRefMATHMathSciNet Lubachevsky, D., Graham, R.L.: Curved hexagonal packing of equal circles in a circle. Discrete Comput. Geom. 18, 179–194 (1997)CrossRefMATHMathSciNet
33.
Zurück zum Zitat Szabo, P. G. Specht, E.: Packing up to 200 equal circles in a square. In: Torn, A., Zilinskas, J. (eds.) Models And Algorithms For Global Optimization, pp. 141–156 (2007) Szabo, P. G. Specht, E.: Packing up to 200 equal circles in a square. In: Torn, A., Zilinskas, J. (eds.) Models And Algorithms For Global Optimization, pp. 141–156 (2007)
34.
Zurück zum Zitat Mladenovic, N., Plastria, F., Urosevi, D.: Formulation space search for circle packing problems. LNCS, pp. 212–216 (2007) Mladenovic, N., Plastria, F., Urosevi, D.: Formulation space search for circle packing problems. LNCS, pp. 212–216 (2007)
35.
Zurück zum Zitat Mldenovic, N., Plastria, F., Urosevi, D.: Reformulation descent applied to circle packing problems. Comput. Oper. Res. 32, 2419–2434 (2005)CrossRef Mldenovic, N., Plastria, F., Urosevi, D.: Reformulation descent applied to circle packing problems. Comput. Oper. Res. 32, 2419–2434 (2005)CrossRef
36.
Zurück zum Zitat Huang, W., Chen, M.: Note on: an improved algorithm for the packing of unequal circles within a larger containing circle. Comput. Ind. Eng. 50(2), 338–344 (2006)CrossRef Huang, W., Chen, M.: Note on: an improved algorithm for the packing of unequal circles within a larger containing circle. Comput. Ind. Eng. 50(2), 338–344 (2006)CrossRef
37.
Zurück zum Zitat Liu, J., Xu, D., Yao, Y., Zheng, Y.: Energy landscape paving algorithm for solving circles packing problem. In: International Conference on Computational Intelligence and Natural Computing, pp. 107–110 (2009) Liu, J., Xu, D., Yao, Y., Zheng, Y.: Energy landscape paving algorithm for solving circles packing problem. In: International Conference on Computational Intelligence and Natural Computing, pp. 107–110 (2009)
38.
Zurück zum Zitat Liu, J., Yao,Y., Zheng, Y., Geng, H., Zhou, G.: An effective hybrid algorithm for the circles and spheres packing problems. LNCS-5573, pp. 135–144 (2009) Liu, J., Yao,Y., Zheng, Y., Geng, H., Zhou, G.: An effective hybrid algorithm for the circles and spheres packing problems. LNCS-5573, pp. 135–144 (2009)
39.
Zurück zum Zitat Stoyan, Y.G., Yaskov, G.N.: Mathematical model and solution method of optimization problem of placement of rectangles and circles taking into account special constraints. Int. Trans. Oper. Res. 5, 45–57 (1998)CrossRefMATH Stoyan, Y.G., Yaskov, G.N.: Mathematical model and solution method of optimization problem of placement of rectangles and circles taking into account special constraints. Int. Trans. Oper. Res. 5, 45–57 (1998)CrossRefMATH
40.
Zurück zum Zitat Stoyan, Y.G., Yaskov, G.N.: A mathematical model and a solution method for the problem of placing various-sized circles into a strip. Eur. J. Oper. Res. 156, 590–600 (2004)CrossRefMATHMathSciNet Stoyan, Y.G., Yaskov, G.N.: A mathematical model and a solution method for the problem of placing various-sized circles into a strip. Eur. J. Oper. Res. 156, 590–600 (2004)CrossRefMATHMathSciNet
41.
Zurück zum Zitat George, J.A.: Multiple container packing: a case study of pipe packing. J. Oper. Res. Soc. 47, 1098–1109 (1996)CrossRefMATH George, J.A.: Multiple container packing: a case study of pipe packing. J. Oper. Res. Soc. 47, 1098–1109 (1996)CrossRefMATH
42.
Zurück zum Zitat George, J.A., George, J.M., Lamar, B.W.: Packing different-sized circles into a rectangular container. Eur. J. Oper. Res. 84, 693–712 (1995)CrossRefMATH George, J.A., George, J.M., Lamar, B.W.: Packing different-sized circles into a rectangular container. Eur. J. Oper. Res. 84, 693–712 (1995)CrossRefMATH
43.
Zurück zum Zitat Hifi, M., M’Hallah, R.: Approximate algorithms for constrained circular cutting problems. Comput. Oper. Res. 31, 675–694 (2004)CrossRefMATH Hifi, M., M’Hallah, R.: Approximate algorithms for constrained circular cutting problems. Comput. Oper. Res. 31, 675–694 (2004)CrossRefMATH
44.
Zurück zum Zitat Bieniawski, S.R.: Distributed optimization and flight control using collectives. Ph.D. Dissertation, Stanford University, CA, USA (2005) Bieniawski, S.R.: Distributed optimization and flight control using collectives. Ph.D. Dissertation, Stanford University, CA, USA (2005)
45.
Zurück zum Zitat Chandler, P., Rasumussen, S., Pachter, M.: UAV cooperative path-planning. In: Proceedings of AIAA Guidance, Navigation, and Control Conference. Paper. No. 4370 (2000) Chandler, P., Rasumussen, S., Pachter, M.: UAV cooperative path-planning. In: Proceedings of AIAA Guidance, Navigation, and Control Conference. Paper. No. 4370 (2000)
46.
Zurück zum Zitat Sislak, D., Volf, P., Komenda, A., Samek, J., Pechoucek, M.: Agent-based multi-layer collision avoidance to unmanned aerial vehicles. In: Proceedings of International Conference on Integration of Knowledge Intensive Multi-Agent Systems, Art. No. 4227576, pp. 365–370 (2007) Sislak, D., Volf, P., Komenda, A., Samek, J., Pechoucek, M.: Agent-based multi-layer collision avoidance to unmanned aerial vehicles. In: Proceedings of International Conference on Integration of Knowledge Intensive Multi-Agent Systems, Art. No. 4227576, pp. 365–370 (2007)
47.
Zurück zum Zitat Krozel, J., Peters, M., Bilimoria, K.: A decentralized control strategy for distributed air/ground traffic separation. In: Proceedings of AIAA Guidance, Navigation and Control Conference and Exhibit, Paper, No. 4062 (2000) Krozel, J., Peters, M., Bilimoria, K.: A decentralized control strategy for distributed air/ground traffic separation. In: Proceedings of AIAA Guidance, Navigation and Control Conference and Exhibit, Paper, No. 4062 (2000)
48.
Zurück zum Zitat Zengin, U., Dogan, A.: Probabilistic trajectory planning for UAVs in dynamic environments. In: Proceedings of AIAA 3rd “Unmanned-Unlimited” Technical Conference, Workshop, and Exhibit 2, Paper, No. 6528 (2004) Zengin, U., Dogan, A.: Probabilistic trajectory planning for UAVs in dynamic environments. In: Proceedings of AIAA 3rd “Unmanned-Unlimited” Technical Conference, Workshop, and Exhibit 2, Paper, No. 6528 (2004)
49.
Zurück zum Zitat Anderson, M.R., Robbins, A.C.: Formation flight as a cooperative game. In: Proceedings of AIAA Guidance, Navigation, and Control Conference, pp. 244–251 (1998) Anderson, M.R., Robbins, A.C.: Formation flight as a cooperative game. In: Proceedings of AIAA Guidance, Navigation, and Control Conference, pp. 244–251 (1998)
50.
Zurück zum Zitat Chang, D.E., Shadden, Marsden J. E., Olfati-Saber, R.: Collision avoidance for multiple agent systems. In: Proceedings of 42nd IEEE Conference on Decision and Control, pp. 539–543 (2003) Chang, D.E., Shadden, Marsden J. E., Olfati-Saber, R.: Collision avoidance for multiple agent systems. In: Proceedings of 42nd IEEE Conference on Decision and Control, pp. 539–543 (2003)
51.
Zurück zum Zitat Sigurd, K., How, J.: UAV trajectory design using total field collision avoidance. In: Proceedings of AIAA Guidance, Navigation, and Control Conference, Paper No. 5728 (2003) Sigurd, K., How, J.: UAV trajectory design using total field collision avoidance. In: Proceedings of AIAA Guidance, Navigation, and Control Conference, Paper No. 5728 (2003)
52.
Metadaten
Titel
Constrained Probability Collectives with Feasibility Based Rule I
verfasst von
Anand Jayant Kulkarni
Kang Tai
Ajith Abraham
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-16000-9_5