메뉴 건너뛰기




Volumn 42, Issue 22, 2015, Pages 8956-8970

Hybrid evolutionary algorithms for the Multiobjective Traveling Salesman Problem

Author keywords

Multiobjective Differential Evolution; Multiobjective Traveling Salesman Problem; NSGA II; VNS

Indexed keywords

ALGORITHMS; BENCHMARKING; COMBINATORIAL OPTIMIZATION; MULTIOBJECTIVE OPTIMIZATION; OPTIMIZATION; TRAVELING SALESMAN PROBLEM;

EID: 84940459616     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2015.07.051     Document Type: Article
Times cited : (34)

References (66)
  • 7
    • 84937514339 scopus 로고    scopus 로고
    • Performance analysis of the multi-objective ant colony optimization algorithms for the traveling salesman problem
    • Ariyasingha I.D.I.D., and Fernando T.G.I. Performance analysis of the multi-objective ant colony optimization algorithms for the traveling salesman problem Swarm and Evolutionary Computation 23 2015 11 26
    • (2015) Swarm and Evolutionary Computation , vol.23 , pp. 11-26
    • Ariyasingha, I.D.I.D.1    Fernando, T.G.I.2
  • 8
    • 84936854362 scopus 로고    scopus 로고
    • A multiobjective non-dominated sorting genetic algorithm (NSGA-II) for the multiple traveling salesman problem
    • Bolanos R.I., Echeverry M.G., and Escobar J.W. A multiobjective non-dominated sorting genetic algorithm (NSGA-II) for the multiple traveling salesman problem Decision Science Letters 4 2015 559 568
    • (2015) Decision Science Letters , vol.4 , pp. 559-568
    • Bolanos, R.I.1    Echeverry, M.G.2    Escobar, J.W.3
  • 9
    • 84920406709 scopus 로고    scopus 로고
    • A multi-objective chemical reaction optimisation algorithm for multi-objective travelling salesman problem
    • Bouzoubia S., Layeb A., and Chikhi S. A multi-objective chemical reaction optimisation algorithm for multi-objective travelling salesman problem International Journal of Innovative Computing and Applications 6 2 2014 87 101
    • (2014) International Journal of Innovative Computing and Applications , vol.6 , Issue.2 , pp. 87-101
    • Bouzoubia, S.1    Layeb, A.2    Chikhi, S.3
  • 10
    • 77956554885 scopus 로고    scopus 로고
    • Advances in Differential Evolution
    • Springer-Verlag Berlin, Heidelberg
    • Chakraborty U.K. Advances in Differential Evolution Studies in computational intelligence Vol. 143 2008 Springer-Verlag Berlin, Heidelberg
    • (2008) Studies in Computational Intelligence , vol.143
    • Chakraborty, U.K.1
  • 11
    • 85047678681 scopus 로고    scopus 로고
    • Pareto-optimal set based multiobjective tuning of fuzzy automatic train operation for mass transit system
    • Chang C.S., Xu D.Y., and Quek H.B. Pareto-optimal set based multiobjective tuning of fuzzy automatic train operation for mass transit system IEE Proceedings on Electric Power Applications Vol. 146 1999 577 583
    • (1999) IEE Proceedings on Electric Power Applications , vol.146 , pp. 577-583
    • Chang, C.S.1    Xu, D.Y.2    Quek, H.B.3
  • 12
    • 84894635614 scopus 로고    scopus 로고
    • An efficient genetic algorithm for multi-objective solid travelling salesman problem under fuzziness
    • Changdar C., Mahapatra G.S., and Pal R.K. An efficient genetic algorithm for multi-objective solid travelling salesman problem under fuzziness Swarm and Evolutionary Computation 15 2014 27 37
    • (2014) Swarm and Evolutionary Computation , vol.15 , pp. 27-37
    • Changdar, C.1    Mahapatra, G.S.2    Pal, R.K.3
  • 14
    • 84947926042 scopus 로고    scopus 로고
    • A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II
    • Schoenauer M. Deb K. Rudolph G. Yao X. Lutton E. Merelo J.J. Schwefel H.-P.
    • Deb K., Agrawal S., Pratab A., and Meyarivan T. A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II Schoenauer M. Deb K. Rudolph G. Yao X. Lutton E. Merelo J.J. Schwefel H.-P. Proceedings of the parallel problem solving from nature VI conference, LNCS 1917 2000 849 858
    • (2000) Proceedings of the Parallel Problem Solving from Nature VI Conference, LNCS 1917 , pp. 849-858
    • Deb, K.1    Agrawal, S.2    Pratab, A.3    Meyarivan, T.4
  • 17
    • 77954946003 scopus 로고    scopus 로고
    • Multiple crossover genetic algorithm for the multiobjective traveling salesman problem
    • Elaoud S. Multiple crossover genetic algorithm for the multiobjective traveling salesman problem Electronic Notes in Discrete Mathematics 36 2010 939 946
    • (2010) Electronic Notes in Discrete Mathematics , vol.36 , pp. 939-946
    • Elaoud, S.1
  • 20
    • 84898659049 scopus 로고    scopus 로고
    • Generation of the exact pareto set in multi-objective traveling salesman and set covering problems
    • Florios K., and Mavrotas G. Generation of the exact pareto set in multi-objective traveling salesman and set covering problems Applied Mathematics and Computation 237 2014 1 19
    • (2014) Applied Mathematics and Computation , vol.237 , pp. 1-19
    • Florios, K.1    Mavrotas, G.2
  • 22
    • 33846274949 scopus 로고    scopus 로고
    • A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP
    • Garcia-Martinez C., Cordon O., and Herrera F. A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP European Journal of Operational Research 180 2007 116 148
    • (2007) European Journal of Operational Research , vol.180 , pp. 116-148
    • Garcia-Martinez, C.1    Cordon, O.2    Herrera, F.3
  • 24
    • 0034244858 scopus 로고    scopus 로고
    • Use of substitute scalarizing functions to guide a local search based heuristic: The case of MOTSP
    • Hansen M.P. Use of substitute scalarizing functions to guide a local search based heuristic: the case of MOTSP Journal of Heuristics 6 2000 419 431
    • (2000) Journal of Heuristics , vol.6 , pp. 419-431
    • Hansen, M.P.1
  • 27
    • 84896277689 scopus 로고    scopus 로고
    • Multiobjective traveling salesman problem under stochastic environment
    • He Q.F., Wang T.Z., Pan L., and Wang Z.T. Multiobjective traveling salesman problem under stochastic environment Applied Mechanics and Materials 530 2014 512 516
    • (2014) Applied Mechanics and Materials , vol.530 , pp. 512-516
    • He, Q.F.1    Wang, T.Z.2    Pan, L.3    Wang, Z.T.4
  • 31
    • 0037116765 scopus 로고    scopus 로고
    • Genetic local search for multi-objective combinatorial optimization
    • Jaszkiewicz A. Genetic local search for multi-objective combinatorial optimization European Journal of Operational Research 137 2002 50 71
    • (2002) European Journal of Operational Research , vol.137 , pp. 50-71
    • Jaszkiewicz, A.1
  • 32
    • 53449102767 scopus 로고    scopus 로고
    • Pareto memetic algorithm with path relinking for bi-objective traveling salesperson problem
    • Jaszkiewicz A., and Zielniewicz P. Pareto memetic algorithm with path relinking for bi-objective traveling salesperson problem European Journal of Operational Research 193 2009 885 890
    • (2009) European Journal of Operational Research , vol.193 , pp. 885-890
    • Jaszkiewicz, A.1    Zielniewicz, P.2
  • 35
    • 34548301418 scopus 로고    scopus 로고
    • Pareto evolutionary algorithm hybridized with local search for biobjective TSP
    • Kumar R., and Singh P.K. Pareto evolutionary algorithm hybridized with local search for biobjective TSP Studies in Computational Intelligence (SCI) 75 2007 361 398
    • (2007) Studies in Computational Intelligence (SCI) , vol.75 , pp. 361-398
    • Kumar, R.1    Singh, P.K.2
  • 38
    • 84940461052 scopus 로고    scopus 로고
    • A parallel search system for dynamic multi-objective traveling salesman problem
    • Li W. A parallel search system for dynamic multi-objective traveling salesman problem Journal of Mathematics and System Science 4 2014 295 314
    • (2014) Journal of Mathematics and System Science , vol.4 , pp. 295-314
    • Li, W.1
  • 39
    • 77950518824 scopus 로고    scopus 로고
    • Discrete optimization using mathematica
    • Callaos N. Ebisuzaki T. Starr B. Abe J. Lichtblau D. International Institute of Informatics and Systemics
    • Lichtblau D. Discrete optimization using mathematica Callaos N. Ebisuzaki T. Starr B. Abe J. Lichtblau D. Proceedings of world multi-conference on systemics, cybernetics and informatics (SCI 2002) Vol. 16 2002 International Institute of Informatics and Systemics 169 174
    • (2002) Proceedings of World Multi-conference on Systemics, Cybernetics and Informatics (SCI 2002) , vol.16 , pp. 169-174
    • Lichtblau, D.1
  • 40
    • 84908780328 scopus 로고
    • Computer solutions of the traveling salesman problem
    • Lin S. Computer solutions of the traveling salesman problem Bell Systems Technical Journal 44 1965 2245 2269
    • (1965) Bell Systems Technical Journal , vol.44 , pp. 2245-2269
    • Lin, S.1
  • 42
    • 70349275517 scopus 로고    scopus 로고
    • Speed-up techniques for solving large-scale biobjective TSP
    • Lust T., and Jaszkiewicz A. Speed-up techniques for solving large-scale biobjective TSP Computers and Operations Research 37 2010 521 533
    • (2010) Computers and Operations Research , vol.37 , pp. 521-533
    • Lust, T.1    Jaszkiewicz, A.2
  • 43
    • 73849140099 scopus 로고    scopus 로고
    • The multiobjective traveling salesman problem: A survey and a new approach
    • Coello C.C.
    • Lust T., and Teghem J. The multiobjective traveling salesman problem: a survey and a new approach Coello C.C. Advances in multi-objective nature inspired computing, SCI Vol. 272 2010 119 141
    • (2010) Advances in Multi-objective Nature Inspired Computing, SCI , vol.272 , pp. 119-141
    • Lust, T.1    Teghem, J.2
  • 44
    • 77952239189 scopus 로고    scopus 로고
    • Two-phase pareto local search for the biobjective traveling salesman problem
    • Lust T., and Teghem J. Two-phase pareto local search for the biobjective traveling salesman problem Journal of Heuristics 16 2010 475 510
    • (2010) Journal of Heuristics , vol.16 , pp. 475-510
    • Lust, T.1    Teghem, J.2
  • 45
    • 84873690552 scopus 로고    scopus 로고
    • Particle swarm optimization for the vehicle routing problem with stochastic demands
    • Marinakis Y., Iordanidou G.R., and Marinaki M. Particle swarm optimization for the vehicle routing problem with stochastic demands Applied Soft Computing 13 4 2013 1693 1704
    • (2013) Applied Soft Computing , vol.13 , Issue.4 , pp. 1693-1704
    • Marinakis, Y.1    Iordanidou, G.R.2    Marinaki, M.3
  • 47
    • 35248872021 scopus 로고    scopus 로고
    • A two-phase local search for the biobjective traveling salesman problem
    • Fonseca C.
    • Paquete L., and Stutzle T. A two-phase local search for the biobjective traveling salesman problem Fonseca C. Proceedings of EMO 2003, LNCS VOl. 2632 2003 479 493
    • (2003) Proceedings of EMO 2003, LNCS , vol.2632 , pp. 479-493
    • Paquete, L.1    Stutzle, T.2
  • 48
    • 60649106946 scopus 로고    scopus 로고
    • Design and analysis of stochastic local search for the multiobjective traveling salesman problem
    • Paquete L., and Stutzle T. Design and analysis of stochastic local search for the multiobjective traveling salesman problem Computers and Operations Research 36 2009 2619 2631
    • (2009) Computers and Operations Research , vol.36 , pp. 2619-2631
    • Paquete, L.1    Stutzle, T.2
  • 52
    • 24344460395 scopus 로고    scopus 로고
    • Demo: Differential evolution for multiobjective optimization, evolutionary multi-criterion optimization
    • Robic T., and Filipic B. Demo: Differential evolution for multiobjective optimization, evolutionary multi-criterion optimization Proceedings of the third international conference, EMO 2005 2005 520 533
    • (2005) Proceedings of the Third International Conference, EMO 2005 , pp. 520-533
    • Robic, T.1    Filipic, B.2
  • 53
    • 50349096056 scopus 로고    scopus 로고
    • A memetic random-key genetic algorithm for a symmetric multi-objective traveling salesman problem
    • Samanlioglu F., Ferrell W.G., and Kurz M.E. A memetic random-key genetic algorithm for a symmetric multi-objective traveling salesman problem Computers and Industrial Engineering 55 2008 439 449
    • (2008) Computers and Industrial Engineering , vol.55 , pp. 439-449
    • Samanlioglu, F.1    Ferrell, W.G.2    Kurz, M.E.3
  • 57
    • 0000852513 scopus 로고
    • Multiobjective optimization using nondominated sorting in genetic algorithms
    • Srinivas N., and Deb K. Multiobjective optimization using nondominated sorting in genetic algorithms Evolutionary Computation 2 1994 221 248
    • (1994) Evolutionary Computation , vol.2 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 59
    • 0033115654 scopus 로고    scopus 로고
    • System design by constraint adaptation and differential evolution
    • Storn R. System design by constraint adaptation and differential evolution IEEE Transactions on Evolutionary Computation 3 1 1999 22 34
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.1 , pp. 22-34
    • Storn, R.1
  • 60
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution - A simple and efficient heuristic for global optimization over continuous spaces
    • Storn R., and Price K. Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces Journal of Global Optimization 11 4 1997 341 359
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 61
    • 84912112925 scopus 로고    scopus 로고
    • Evolutionary algorithm and decisional DNA for multiple traveling salesman problem
    • Wang P., Sanin C., and Szczerbicki E. Evolutionary algorithm and decisional dna for multiple traveling salesman problem Neurocomputing 150 2015 50 57
    • (2015) Neurocomputing , vol.150 , pp. 50-57
    • Wang, P.1    Sanin, C.2    Szczerbicki, E.3
  • 65
    • 53049099590 scopus 로고    scopus 로고
    • A parallel multi-algorithm solver for dynamic multi-objective TSP (DMO-TSP)
    • Huang D.
    • Yang M., Kang Z., and Kang L. A parallel multi-algorithm solver for dynamic multi-objective TSP (DMO-TSP) Huang D. Proceedings of ICIC 2008, LNAI Vol. 5227 2008 164 173
    • (2008) Proceedings of ICIC 2008, LNAI , vol.5227 , pp. 164-173
    • Yang, M.1    Kang, Z.2    Kang, L.3
  • 66
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of multiobjective evolutionary algorithms: Empirical results
    • Zitzler E., Deb K., and Thiele L. Comparison of multiobjective evolutionary algorithms: empirical results Evolutionary Computation 8 2 2000 173 195
    • (2000) Evolutionary Computation , vol.8 , Issue.2 , pp. 173-195
    • Zitzler, E.1    Deb, K.2    Thiele, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.