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Volumn 22, Issue 6, 2009, Pages 842-854

Immunity-based hybrid evolutionary algorithm for multi-objective optimization in global container repositioning

Author keywords

Artificial immune system; Container repositioning; Evolutionary algorithms; Optimization

Indexed keywords

ARTIFICIAL IMMUNE SYSTEM; BENCHMARKING FUNCTIONS; CLONAL SELECTION; CONTAINER TRANSPORTATION; COST EFFECTIVE; CROWDING DISTANCE; HYBRID EVOLUTIONARY ALGORITHM; IMMUNE SUPPRESSION; INDUSTRIAL OPTIMIZATION; KEY PARAMETERS; MULTI-OBJECTIVE OPTIMIZATION PROBLEM; OPTIMAL SEARCH; OPTIMIZATION ALGORITHMS; OPTIMIZATION PROBLEMS; PARETO-OPTIMAL FRONT; POINT MUTATIONS; RESEARCH AREAS;

EID: 70449522375     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2008.10.010     Document Type: Article
Times cited : (31)

References (54)
  • 1
    • 0033339759 scopus 로고    scopus 로고
    • A Taboo Search based approach to find the Pareto optimal set in multiple objective optimization
    • Baykasoglu A., Owen S., and Gindy N. A Taboo Search based approach to find the Pareto optimal set in multiple objective optimization. Engineering Optimization 31 6 (1999) 731-748
    • (1999) Engineering Optimization , vol.31 , Issue.6 , pp. 731-748
    • Baykasoglu, A.1    Owen, S.2    Gindy, N.3
  • 2
    • 0001844324 scopus 로고
    • An overview of genetic algorithms: part 2, research topics
    • Beasley D., Bull D.R., and Martin R.R. An overview of genetic algorithms: part 2, research topics. University Computing 15 4 (1993) 170-181
    • (1993) University Computing , vol.15 , Issue.4 , pp. 170-181
    • Beasley, D.1    Bull, D.R.2    Martin, R.R.3
  • 3
    • 0029358362 scopus 로고
    • Single and multiobjective structural optimization in discrete-continuous variables using simulated annealing
    • Bennage W.A., and Dhingra A.K. Single and multiobjective structural optimization in discrete-continuous variables using simulated annealing. International Journal for Numerical Methods in Engineering 38 (1995) 2753-2773
    • (1995) International Journal for Numerical Methods in Engineering , vol.38 , pp. 2753-2773
    • Bennage, W.A.1    Dhingra, A.K.2
  • 4
    • 0006407366 scopus 로고    scopus 로고
    • MOBES: A Multi-objective Evolution Strategy for Constrained Optimization Problems
    • Binh, Korn U., 2001. MOBES: A Multi-objective Evolution Strategy for Constrained Optimization Problems. The Third International Conference on Genetic Algorithm, pp. 176-182.
    • (2001) The Third International Conference on Genetic Algorithm , pp. 176-182
    • Binh, K.U.1
  • 5
    • 0002225186 scopus 로고
    • A modification of Jerne's theory of antibody production using the concept of clonal selection
    • Burnet F.M. A modification of Jerne's theory of antibody production using the concept of clonal selection. The Australian Journal of Science 20 (1957) 67-69
    • (1957) The Australian Journal of Science , vol.20 , pp. 67-69
    • Burnet, F.M.1
  • 6
    • 33750989901 scopus 로고    scopus 로고
    • A population adaptive based immune algorithm for solving multiobjective optimization problems
    • Bersini, H, Carneiro, Eds, ICARIS
    • Chen, J., Mahfouf, M., 2006. A population adaptive based immune algorithm for solving multiobjective optimization problems. In: Bersini, H., Carneiro, (Eds.), ICARIS 2006, LNCS 4163, pp. 280-293.
    • (2006) LNCS , vol.4163 , pp. 280-293
    • Chen, J.1    Mahfouf, M.2
  • 7
    • 0033357725 scopus 로고    scopus 로고
    • A new GA approach for the vehicle routing problem, Tools with Artificial Intelligence, 1999
    • November
    • Chin, A., Kit, H., Lim, A., 1999. A new GA approach for the vehicle routing problem, Tools with Artificial Intelligence, 1999. In: Proceedings of 11th IEEE International Conference on 9-11 November 1999, pp. 307-310.
    • (1999) Proceedings of 11th IEEE International Conference on 9-11 , pp. 307-310
    • Chin, A.1    Kit, H.2    Lim, A.3
  • 8
    • 85133775397 scopus 로고    scopus 로고
    • Comprehensive survey of evolutionary-based multiobjective optimization techniques
    • Coello Coello C.A. Comprehensive survey of evolutionary-based multiobjective optimization techniques. International Journal of Knowledge and Information Systems 1 3 (1999) 269-308
    • (1999) International Journal of Knowledge and Information Systems , vol.1 , Issue.3 , pp. 269-308
    • Coello Coello, C.A.1
  • 11
    • 0027294110 scopus 로고
    • Dynamic and stochastic models for the allocation of empty containers
    • Craninic T.G., Gendreau M., and Dejax P. Dynamic and stochastic models for the allocation of empty containers. Operations Research 41 1 (1993)
    • (1993) Operations Research , vol.41 , Issue.1
    • Craninic, T.G.1    Gendreau, M.2    Dejax, P.3
  • 12
    • 0037856497 scopus 로고    scopus 로고
    • The clonal selection algorithm with engineering applications
    • Workshop on Artificial Immune Systems and their Applications, Las Vegas, USA
    • de Castro, L.N., Von Zuben, F.J., 2000. The clonal selection algorithm with engineering applications. In: Workshop Proceedings of GECCO'00, pp. 36-37, Workshop on Artificial Immune Systems and their Applications, Las Vegas, USA.
    • (2000) Workshop Proceedings of GECCO'00 , pp. 36-37
    • de Castro, L.N.1    Von Zuben, F.J.2
  • 15
    • 4444232979 scopus 로고    scopus 로고
    • Pareto ant colony optimization: a metaheuristic approach to multiobjective portfolio selection
    • Doerner K., Gutjahr W.J., Hartl R.F., Strauss C., and Stummer C. Pareto ant colony optimization: a metaheuristic approach to multiobjective portfolio selection. Annals of Operations Research 131 1-4 (2004) 79-99
    • (2004) Annals of Operations Research , vol.131 , Issue.1-4 , pp. 79-99
    • Doerner, K.1    Gutjahr, W.J.2    Hartl, R.F.3    Strauss, C.4    Stummer, C.5
  • 18
    • 0002629429 scopus 로고
    • An overview of evolutionary algorithms in multiobjective optimization
    • Fonseca C.M., and Fleming P.J. An overview of evolutionary algorithms in multiobjective optimization. Evolutionary Computing 3 1 (1995) 1-16
    • (1995) Evolutionary Computing , vol.3 , Issue.1 , pp. 1-16
    • Fonseca, C.M.1    Fleming, P.J.2
  • 19
    • 33750988496 scopus 로고    scopus 로고
    • Garain, U., Chakraborty, M.P., Dasgupta, D., 2006. Recognition of Handwritten Indic Script using Clonal Selection Algorithm, Fifth International Conference (ICARIS). Lecture Notes in Computer Science. Oeiras, Portugal: September, 2006. 256-266.
    • Garain, U., Chakraborty, M.P., Dasgupta, D., 2006. Recognition of Handwritten Indic Script using Clonal Selection Algorithm, Fifth International Conference (ICARIS). Lecture Notes in Computer Science. Oeiras, Portugal: September, 2006. 256-266.
  • 23
    • 0015956495 scopus 로고
    • Towards a network theory of the immune system
    • Jerne N.K. Towards a network theory of the immune system. Ann. Immunol. (Inst. Pasteur) 125C (1974) 373-389
    • (1974) Ann. Immunol. (Inst. Pasteur) , vol.125 C , pp. 373-389
    • Jerne, N.K.1
  • 24
    • 0003871635 scopus 로고
    • Analysis of the behavior of a class of genetic adaptive systems, Engineering
    • University of Michigan, 1975
    • Jong, D., Alan, K., 1975. Analysis of the behavior of a class of genetic adaptive systems, Engineering, College of-Technical Reports, University of Michigan, 1975.
    • (1975) College of-Technical Reports
    • Jong, D.1    Alan, K.2
  • 25
    • 38149095655 scopus 로고    scopus 로고
    • Artificial immune systems in solving routing problems, EUROCON 2003. Computer as a Tool
    • 1, September 22-24
    • Keko, H., Skok, M., Skrlec, D., 2003. Artificial immune systems in solving routing problems, EUROCON 2003. Computer as a Tool. The IEEE Region 8, pp. 62-66, vol. 1, September 22-24.
    • (2003) The IEEE Region , vol.8 , pp. 62-66
    • Keko, H.1    Skok, M.2    Skrlec, D.3
  • 26
    • 0034199912 scopus 로고    scopus 로고
    • Approximating the nondominated front using the Pareto archived evolution strategy
    • Knowles J.D., and Corne D.W. Approximating the nondominated front using the Pareto archived evolution strategy. Evolutionary Computation 8 2 (2000) 149-172
    • (2000) Evolutionary Computation , vol.8 , Issue.2 , pp. 149-172
    • Knowles, J.D.1    Corne, D.W.2
  • 29
    • 14644404916 scopus 로고    scopus 로고
    • Genetic algorithm with multiple species in dynamic regions for vehicle routing problem with time windows
    • Liu Y.Z. Genetic algorithm with multiple species in dynamic regions for vehicle routing problem with time windows. Journal of Information and Computation Science 1 1 (2004) 87-96
    • (2004) Journal of Information and Computation Science , vol.1 , Issue.1 , pp. 87-96
    • Liu, Y.Z.1
  • 32
    • 70449518213 scopus 로고
    • What's the best answer? It's survival of the fittest
    • Markoff, J., 1989. What's the best answer? It's survival of the fittest. New York Times.
    • (1989) New York Times
    • Markoff, J.1
  • 34
    • 79952272440 scopus 로고    scopus 로고
    • An immunological approach to combinatorial optimization problems, advances in artificial intelligence, IBERAMIA 2002
    • Proceedings of the 8th Ibero-American conference, November 12-15
    • Nicosia, G., Cutello, V., 2002. An immunological approach to combinatorial optimization problems, advances in artificial intelligence, IBERAMIA 2002, Proceedings of the 8th Ibero-American conference, November 12-15, 2002. Lecture notes in computer science, vol. 2527, pp. 361-370.
    • (2002) Lecture notes in computer science , vol.2527 , pp. 361-370
    • Nicosia, G.1    Cutello, V.2
  • 35
    • 0034795429 scopus 로고    scopus 로고
    • Pattern recognition by primary and secondary response of an artificial immune system
    • Nicosia G., Castiglione F., and Motta S. Pattern recognition by primary and secondary response of an artificial immune system. Theory in Biosciences 120 2 (2001) 93-106
    • (2001) Theory in Biosciences , vol.120 , Issue.2 , pp. 93-106
    • Nicosia, G.1    Castiglione, F.2    Motta, S.3
  • 37
    • 70449520229 scopus 로고    scopus 로고
    • An evolutionary multi-objective crowding algorithm (EMOCA): benchmark test function results
    • Rajagopalan R., Mohan C.K., Mehrotra K.G., and Varshney P.K. An evolutionary multi-objective crowding algorithm (EMOCA): benchmark test function results. IICAI 2005 (2005) 1488-1506
    • (2005) IICAI 2005 , pp. 1488-1506
    • Rajagopalan, R.1    Mohan, C.K.2    Mehrotra, K.G.3    Varshney, P.K.4
  • 39
    • 33845541466 scopus 로고    scopus 로고
    • Characterizing optimal empty container reposition policy in periodic-review shuttle service systems
    • Song D.P. Characterizing optimal empty container reposition policy in periodic-review shuttle service systems. Journal of the Operational Research Society 58 1 (2007) 122-133
    • (2007) Journal of the Operational Research Society , vol.58 , Issue.1 , pp. 122-133
    • Song, D.P.1
  • 40
    • 32044438244 scopus 로고    scopus 로고
    • Multiprocessor scheduling and rescheduling with use of cellular automata and artificial immune system support
    • Swiecicka A., Seredynski F., and Zomaya A.Y. Multiprocessor scheduling and rescheduling with use of cellular automata and artificial immune system support. IEEE Transactions on Parallel Distributed Systems 17 3 (2006) 253-262
    • (2006) IEEE Transactions on Parallel Distributed Systems , vol.17 , Issue.3 , pp. 253-262
    • Swiecicka, A.1    Seredynski, F.2    Zomaya, A.Y.3
  • 41
    • 0035694098 scopus 로고    scopus 로고
    • Evolutionary algorithms with dynamic population size and local exploration for multiobjective optimization
    • Tan K.C., Lee T.H., and Khor E.F. Evolutionary algorithms with dynamic population size and local exploration for multiobjective optimization. IEEE Transaction Evolutionary Computing 5 64 (2001) 565-588
    • (2001) IEEE Transaction Evolutionary Computing , vol.5 , Issue.64 , pp. 565-588
    • Tan, K.C.1    Lee, T.H.2    Khor, E.F.3
  • 42
    • 35248825596 scopus 로고    scopus 로고
    • An investigation of the negative selection algorithm for fault detection in refrigeration systems
    • Edinburgh, UK, September 1-3, Springer-Verlag GmbH, pp, 2003
    • Taylor, D.W., Corne, D.W., 2003. An investigation of the negative selection algorithm for fault detection in refrigeration systems, In: Proceedings of the Second International Conference, ICARIS 2003, Edinburgh, UK, September 1-3, 2003, Springer-Verlag GmbH, pp. 34-45.
    • (2003) Proceedings of the Second International Conference, ICARIS , pp. 34-45
    • Taylor, D.W.1    Corne, D.W.2
  • 44
    • 0030358902 scopus 로고    scopus 로고
    • Ting, J.H., Cheung, R.K., Chen, C.Y., 1996. Stochastic and dynamic network optimization model for minimizing empty container allocation costs, Industrial engineering research-conference proceedings, pp. 275-280, In: Proceedings of the 1996 Fifth Industrial Engineering Research Conference, Minneapolis, MN, USA, May 18-20 1996.
    • Ting, J.H., Cheung, R.K., Chen, C.Y., 1996. Stochastic and dynamic network optimization model for minimizing empty container allocation costs, Industrial engineering research-conference proceedings, pp. 275-280, In: Proceedings of the 1996 Fifth Industrial Engineering Research Conference, Minneapolis, MN, USA, May 18-20 1996.
  • 46
    • 0033676661 scopus 로고    scopus 로고
    • On measuring multiobjective evolutionary algorithm performance, Evolutionary Computation, 2000
    • Congress
    • Veldhuizen, D.A.V., Lamont, G.B., 2000. On measuring multiobjective evolutionary algorithm performance, Evolutionary Computation, 2000. In: Proceedings of the 2000 Congress, vol. 1, pp. 204-211.
    • (2000) Proceedings of the , vol.1 , pp. 204-211
    • Veldhuizen, D.A.V.1    Lamont, G.B.2
  • 50
    • 34047265178 scopus 로고    scopus 로고
    • Immune optimization algorithm for constrained nonlinear multiobjective optimization problems
    • Zhang Z. Immune optimization algorithm for constrained nonlinear multiobjective optimization problems. Applied Soft Computing 7 2007 (2007) 840-857
    • (2007) Applied Soft Computing , vol.7 , Issue.2007 , pp. 840-857
    • Zhang, Z.1
  • 51
  • 52
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach
    • Zitzler E., and Thiele L. Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach. IEEE Transactions on Evolutionary Computation 3 4 (1999) 257-271
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2
  • 53
    • 4344699771 scopus 로고    scopus 로고
    • Comparison of multi-objective evolutionary algorithms: empirical results
    • Zitzler E., Deb K., and Thiele L. Comparison of multi-objective evolutionary algorithms: empirical results. Evolutionary Computation Journal 8 2 (2000) 125-148
    • (2000) Evolutionary Computation Journal , vol.8 , Issue.2 , pp. 125-148
    • Zitzler, E.1    Deb, K.2    Thiele, L.3
  • 54
    • 70449517288 scopus 로고    scopus 로고
    • Zitzler, E., Laumanns, M., Thiele, L., 2001. SPEA2: improving the strength Pareto evolutionary algorithm, Swiss Federal Institute of Technology, Tech-Rep. TIK-Rep, 103.
    • Zitzler, E., Laumanns, M., Thiele, L., 2001. SPEA2: improving the strength Pareto evolutionary algorithm, Swiss Federal Institute of Technology, Tech-Rep. TIK-Rep, 103.


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