메뉴 건너뛰기




Volumn 32, Issue 3, 2010, Pages 739-763

Immunity-based evolutionary algorithm for optimal global container repositioning in liner shipping

Author keywords

Artificial immune systems; Container repositioning; Evolutionary algorithms; Liner shipping; Optimization

Indexed keywords


EID: 77953540176     PISSN: 01716468     EISSN: 14366304     Source Type: Journal    
DOI: 10.1007/s00291-010-0208-1     Document Type: Article
Times cited : (11)

References (49)
  • 1
    • 34248390839 scopus 로고    scopus 로고
    • Baldazzi V, Castiglione F, Bernaschi M (2007) An enhanced agent based model of the immune system response. Cellular Immunology, vol. 244, Issue 2, December 2006, pp 77-79. International Conference on Immunogenomics and Immunomics, Budapest, Hungary, October 8-12, 2006.
  • 2
    • 0002225186 scopus 로고
    • A modification of Jerne's theory of antibody production using the concept of clonal selection
    • Burnet FM (1957) A modification of Jerne's theory of antibody production using the concept of clonal selection. Aust J Sci 20: 67-69.
    • (1957) Aust J Sci , vol.20 , pp. 67-69
    • Burnet, F.M.1
  • 4
    • 33750989901 scopus 로고    scopus 로고
    • Chen J, Mahfouf M (2006) A population adaptive based immune algorithm for solving multiobjective optimization problems. In: Bersini H, Carneiro J (eds). ICARIS 2006. LNCS, vol 4163, pp 280-293.
  • 5
    • 77953540464 scopus 로고    scopus 로고
    • Coello Coello CA, Cortes NC (2002) An approach to solve multiobjective optimization problems based on an artificial immune system. Artificial Immune Systems: First International Conference, ICARIS 2002.
  • 6
    • 33744758452 scopus 로고    scopus 로고
    • Coello Coello CA, Rivera DC, Cortes NC (2003) Use of an artificial immune system for job shop scheduling. Artificial immune systems: Proceedings of the second international conference, ICARIS 2003, Edinburgh, UK, September 1-3. Springer, Berlin, pp 1-10.
  • 7
    • 0027294110 scopus 로고
    • Dynamic and stochastic models for the allocation of empty containers
    • Craninic TG, Gendreau M, Dejax P (1993) Dynamic and stochastic models for the allocation of empty containers. Oper Res 41(1): 102-106.
    • (1993) Oper Res , vol.41 , Issue.1 , pp. 102-126
    • Craninic, T.G.1    Gendreau, M.2    Dejax, P.3
  • 8
    • 0001953950 scopus 로고
    • The truck dispatching problem
    • Dantzig GB, Ramser JH (1959) The truck dispatching problem. Manage Sci 6(1): 80-91.
    • (1959) Manage Sci , vol.6 , Issue.1 , pp. 80-91
    • Dantzig, G.B.1    Ramser, J.H.2
  • 9
    • 77953540091 scopus 로고    scopus 로고
    • de Castro LN, Von Zuben FJ (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.
  • 10
    • 77953544800 scopus 로고    scopus 로고
    • Deb K, Pratap A, Agarwal S, Meyarivan T (2000) A fast and elitist multi-objective genetic algorithm: NSGA-II. In: Proceedings of the parallel problem solving from nature V1, pp 849-858.
  • 12
    • 53749085512 scopus 로고    scopus 로고
    • Empty container reposition planning for intra-asia liner shipping
    • Feng CM, Chang CH (2008) Empty container reposition planning for intra-asia liner shipping. Maritime Policy Manage 35: 469-489.
    • (2008) Maritime Policy Manage , vol.35 , pp. 469-489
    • Feng, C.M.1    Chang, C.H.2
  • 13
    • 0000949089 scopus 로고
    • A two-commodity network flow approach to the traveling salesman problem
    • Finke G, Claus A, Gunn E (1984) A two-commodity network flow approach to the traveling salesman problem. Congress Numerantium 41: 167.
    • (1984) Congress Numerantium , vol.41 , pp. 167
    • Finke, G.1    Claus, A.2    Gunn, E.3
  • 14
    • 77953544330 scopus 로고    scopus 로고
    • Florez H (1986) Empty container repositioning and leasing: an optimization model. Ph. D. Dissertation, Polytechnic Institute of New York.
  • 15
    • 0002629429 scopus 로고
    • An overview of evolutionary algorithms in multiobjective optimization
    • Fonseca CM, Fleming PJ (1995) An overview of evolutionary algorithms in multiobjective optimization. Evol Comput 3(1): 1-16.
    • (1995) Evol Comput , vol.3 , Issue.1 , pp. 1-16
    • Fonseca, C.M.1    Fleming, P.J.2
  • 16
    • 33750988496 scopus 로고    scopus 로고
    • Garain U, Chakraborty MP, Dasgupta D (2006) Recognition of handwritten indic script using clonal selection algorithm. In: 5th international conference (ICARIS). Lecture notes in computer science. Oeiras, Portugal, pp 256-266.
  • 18
    • 38149127118 scopus 로고    scopus 로고
    • Guzella TS, Mota-Santos TA, Caminhas WM (2007) A novel immune inspired approach to fault detection. In: ICARIS 2007, pp 107-118.
  • 19
    • 0034546374 scopus 로고    scopus 로고
    • Architecture for an artificial immune system
    • Hofmeyr SA, Forrest S (2000) Architecture for an artificial immune system. Evol Comput 8(4): 443-473.
    • (2000) Evol Comput , vol.8 , Issue.4 , pp. 443-473
    • Hofmeyr, S.A.1    Forrest, S.2
  • 20
    • 77953544470 scopus 로고    scopus 로고
    • Huang VL, Suganthan PN, Qin AK, Baskar S (2006) Multi-objective differential evolution with external archive and harmonic distance-based diversity measure, Nanyang Technological University, Singapore, Tech. Rep. TR-07-01.
  • 21
    • 77953534458 scopus 로고    scopus 로고
    • 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.
  • 22
    • 33745752670 scopus 로고    scopus 로고
    • Enhancements of NSGA II and its application to the vehicle routing problem with route balancing
    • Jozefowiez N, Semet F, Talbi E (2006) Enhancements of NSGA II and its application to the vehicle routing problem with route balancing. Lect Notes Comput Sci 3871: 1611-3349.
    • (2006) Lect Notes Comput Sci , vol.3871 , pp. 1611-3349
    • Jozefowiez, N.1    Semet, F.2    Talbi, E.3
  • 23
    • 38149095655 scopus 로고    scopus 로고
    • Keko H, Skok M, Skrlec D (2003) Artificial immune systems in solving routing problems, EUROCON 2003. Computer as a Tool. The IEEE Region 8, vol 1, pp 62-66.
  • 25
    • 0034199912 scopus 로고    scopus 로고
    • Approximating the non-dominated front using the Pareto archived evolution strategy
    • Knowles JD, Corne DW (2000) Approximating the non-dominated front using the Pareto archived evolution strategy. Evol Comput 8(2): 149-172.
    • (2000) Evol Comput , vol.8 , Issue.2 , pp. 149-172
    • Knowles, J.D.1    Corne, D.W.2
  • 27
    • 77953539195 scopus 로고    scopus 로고
    • Luh GC, Wu CY, Cheng WC (2004) Artificial immune regulation (AIR) for model-based fault diagnosis, Artificial Immune Systems: Third International Conference, ICARIS 2004.
  • 28
    • 77953545505 scopus 로고    scopus 로고
    • Man MR (2006) Single- and multiple-objective optimization with differential evolution and neural networks. VKI lecture series: introduction to optimization and multidisciplinary design, March 6-10, 2006.
  • 29
    • 77953539438 scopus 로고    scopus 로고
    • Mongelluzzo B (2004) Thinking inside the box. J Commerce, p 1.
  • 31
    • 0034795429 scopus 로고    scopus 로고
    • Pattern recognition by primary and secondary response of an artificial immune system
    • Nicosia G, Castiglione F, Motta S (2001) Pattern recognition by primary and secondary response of an artificial immune system. Theory Biosci 120(2): 93-106.
    • (2001) Theory Biosci , vol.120 , Issue.2 , pp. 93-106
    • Nicosia, G.1    Castiglione, F.2    Motta, S.3
  • 32
    • 79952272440 scopus 로고    scopus 로고
    • Nicosia G, Cutello V (2002) An immunological approach to combinatorial optimization problems, Advances in artificial intelligence. IBERAMIA 2002, Proceedings of 8th Ibero-American Conference, November 12-15, 2002. Lecture notes in computer science, vol 2527, pp 361-370.
  • 33
  • 34
    • 70449520229 scopus 로고    scopus 로고
    • Rajagopalan R, Mohan CK, Mehrotra KG, Varshney PK (2005) An evolutionary multi-objective crowding algorithm (EMOCA): benchmark test function results. IICAI 2005, pp 1488-1506.
  • 36
    • 32044438244 scopus 로고    scopus 로고
    • Multiprocessor scheduling and rescheduling with use of cellular automata and artificial immune system support
    • Swiecicka A, Seredynski F, Zomaya AY (2006) Multiprocessor scheduling and rescheduling with use of cellular automata and artificial immune system support. IEEE Trans Parallel Distrib Syst 17(3): 253-262.
    • (2006) IEEE Trans Parallel Distrib Syst , vol.17 , Issue.3 , pp. 253-262
    • Swiecicka, A.1    Seredynski, F.2    Zomaya, A.Y.3
  • 37
    • 0035694098 scopus 로고    scopus 로고
    • Evolutionary algorithms with dynamic population size and local exploration for multiobjective optimization
    • Tan KC, Lee TH, Khor EF (2001) Evolutionary algorithms with dynamic population size and local exploration for multiobjective optimization. IEEE Trans Evol Comput 5(64): 565-588.
    • (2001) IEEE Trans Evol Comput , vol.5 , Issue.64 , pp. 565-588
    • Tan, K.C.1    Lee, T.H.2    Khor, E.F.3
  • 38
    • 35248825596 scopus 로고    scopus 로고
    • Taylor DW, Corne DW (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, Berlin, pp 34-45.
  • 39
    • 77953539074 scopus 로고    scopus 로고
    • Timmis J, Neal M (2000) Investigating the evolution and stability of a resource limited artificial immune system. In: Proceedings of the genetic and evolutionary computation conference, workshop on artificial immune systems and their applications, pp 40-41.
  • 40
    • 0030358902 scopus 로고    scopus 로고
    • Ting JH, Cheung RK, Chen CY (1996) Stochastic and dynamic network optimization model for minimizing empty container allocation costs. In: Industrial Engineering Research-Conference Proceedings, 1996, pp 275-280, Proceedings of the 1996 5th Industrial Engineering Research Conference, Minneapolis, MN, USA, May 18-20, 1996.
  • 41
    • 77953541842 scopus 로고    scopus 로고
    • United Nations (2007) Regional shipping and port development-container traffic forecast, New York.
  • 42
    • 0033676661 scopus 로고    scopus 로고
    • Veldhuizen DAV, Lamont GB (2000) On Measuring Multiobjective Evolutionary Algorithm Performance. In: Proceedings of the 2000 Congress on Evolutionary Computation 1: 204-211.
  • 43
    • 33846489175 scopus 로고    scopus 로고
    • Improved evolutionary optimization from genetically adaptive multimethod search
    • Vrugt JA, Robinson BA (2007) Improved evolutionary optimization from genetically adaptive multimethod search. Proc Natl Acad Sci USA (PNAS) 104(3): 708-711.
    • (2007) Proc Natl Acad Sci USA (PNAS) , vol.104 , Issue.3 , pp. 708-711
    • Vrugt, J.A.1    Robinson, B.A.2
  • 44
    • 34547866758 scopus 로고    scopus 로고
    • White JA, Garrett SM (2003) Improved pattern recognition with artificial clonal selection? Artificial immune systems: Proceedings of the second international conference, ICARIS 2003, Edinburgh, UK, September 1-3, 2003. Springer, Berlin, pp 181-193.
  • 45
    • 77953538167 scopus 로고    scopus 로고
    • Wong EYC, Yeung HSC, Lau HYK (2008) Immunity-based hybrid evolutionary algorithm for multi-objective optimization in global container repositioning. Eng Appl Artif Intell (in Press).
  • 46
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of multi-objective evolutionary algorithms: Empirical results
    • Zitzler E, Deb K, Thiele L (2000) Comparison of multi-objective evolutionary algorithms: empirical results. Evol Comput J 8(2): 125-148.
    • (2000) Evol Comput J , vol.8 , Issue.2 , pp. 125-148
    • Zitzler, E.1    Deb, K.2    Thiele, L.3
  • 47
    • 77953538336 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, 2001.
  • 48
    • 84878545782 scopus 로고    scopus 로고
    • Zitzler E, Thiele L (1998) Multiobjective optimization using evolutionary algorithms-a comparative study. In: Proc. Parallel Problem Solving from Nature V, pp 292-301.
  • 49
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: A comparative case study and the strength pareto approach
    • Zitzler E, Thiele L (1999) Multiobjective evolutionary algorithms: a comparative case study and the strength pareto approach. IEEE Trans Evol Comput 3(4): 257-271.
    • (1999) IEEE Trans Evol Comput , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.