메뉴 건너뛰기




Volumn 25, Issue 2, 2012, Pages 254-273

Multiobjective memetic algorithms for time and space assembly line balancing

Author keywords

Ant colony optimisation; Automotive industry; GRASP; Local search; Memetic algorithms; Multiobjective optimisation; NSGA II; Time and space assembly line balancing problem

Indexed keywords

ANT COLONY OPTIMISATION; GRASP; LOCAL SEARCH; MEMETIC ALGORITHMS; NSGA-II; TIME AND SPACE ASSEMBLY LINE BALANCING PROBLEM;

EID: 84855783370     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2011.05.001     Document Type: Article
Times cited : (36)

References (50)
  • 1
    • 1442302509 scopus 로고    scopus 로고
    • A multiobjective ant colony system for vehicle routing problem with time windows
    • Innsbruck, Germany
    • Barán, B.; Schaerer, M.; 2003. A multiobjective ant colony system for vehicle routing problem with time windows. In: 21st IASTED International Conference, Innsbruck, Germany, pp. 97102.
    • (2003) 21st IASTED International Conference , pp. 97-102
    • Barán, B.1    Schaerer, M.2
  • 2
    • 33751255097 scopus 로고    scopus 로고
    • Ant algorithms for a time and space constrained assembly line balancing problem
    • DOI 10.1016/j.ejor.2005.12.017, PII S0377221705008490
    • J. Bautista, and J. Pereira Ant algorithms for a time and space constrained assembly line balancing problem European Journal of Operational Research 177 2007 2016 2032 (Pubitemid 44780935)
    • (2007) European Journal of Operational Research , vol.177 , Issue.3 , pp. 2016-2032
    • Bautista, J.1    Pereira, J.2
  • 3
    • 0022768294 scopus 로고
    • A survey of exact algorithms for the simple assembly line balancing problem
    • I. Baybars A survey of exact algorithms for the simple assembly line balancing problem Management Science 32 8 1986 909 932 (Pubitemid 16612186)
    • (1986) Management Science , vol.32 , Issue.8 , pp. 909-932
    • Baybars, I.1
  • 4
    • 37349007853 scopus 로고    scopus 로고
    • Assembly line balancing: Which model to use when?
    • DOI 10.1016/j.ijpe.2007.02.026, PII S0925527307000965
    • N. Boysen, M. Fliedner, and A. Scholl Assembly line balancing: which model to use when? International Journal of Production Economics 111 2008 509 528 (Pubitemid 350299150)
    • (2008) International Journal of Production Economics , vol.111 , Issue.2 , pp. 509-528
    • Boysen, N.1    Fliedner, M.2    Scholl, A.3
  • 6
    • 77956614604 scopus 로고    scopus 로고
    • Multiobjective, constructive heuristics for the 1/3 variant of the time and space assembly line balancing problem: ACO and random greedy search
    • M. Chica, O. Cordón, S. Damas, and J. Bautista Multiobjective, constructive heuristics for the 1/3 variant of the time and space assembly line balancing problem: ACO and random greedy search Information Sciences 180 2010 3465 3487
    • (2010) Information Sciences , vol.180 , pp. 3465-3487
    • Chica, M.1    Cordón, O.2    Damas, S.3    Bautista, J.4
  • 8
    • 79955916213 scopus 로고    scopus 로고
    • An advanced multi-objective genetic algorithm design for the time and space assembly line balancing problem
    • 10.1016/j.cie.2011.03.001
    • M. Chica, O. Cordón, and S. Damas An advanced multi-objective genetic algorithm design for the time and space assembly line balancing problem Computers and Industrial Engineering 61 1 2011 103 117 10.1016/j.cie.2011.03.001
    • (2011) Computers and Industrial Engineering , vol.61 , Issue.1 , pp. 103-117
    • Chica, M.1    Cordón, O.2    Damas, S.3
  • 9
    • 77956615401 scopus 로고    scopus 로고
    • Including different kinds of preferences in a multi-objective ant algorithm for time and space assembly line balancing on different nissan scenarios
    • M. Chica, O. Cordón, S. Damas, and J. Bautista Including different kinds of preferences in a multi-objective ant algorithm for time and space assembly line balancing on different nissan scenarios Expert Systems with Applications 38 2011 709 720
    • (2011) Expert Systems with Applications , vol.38 , pp. 709-720
    • Chica, M.1    Cordón, O.2    Damas, S.3    Bautista, J.4
  • 13
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan A fast and elitist multiobjective genetic algorithm: NSGA-II IEEE Transactions on Evolutionary Computation 6 2 2002 182 197 (Pubitemid 34555372)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 14
    • 0031122887 scopus 로고    scopus 로고
    • Ant colony system: A cooperative learning approach to the traveling salesman problem
    • PII S1089778X97033031
    • M. Dorigo, and L. Gambardella Ant colony system: a cooperative learning approach to the traveling salesman problem IEEE Transactions on Evolutionary Computation 1 1 1997 53 66 (Pubitemid 127771018)
    • (1997) IEEE Transactions on Evolutionary Computation , vol.1 , Issue.1 , pp. 53-66
    • Dorigo, M.1    Gambardella, L.M.2
  • 17
    • 84958962366 scopus 로고    scopus 로고
    • On the Performance Assessment and Comparison of Stochastic Multiobjective Optimizers
    • Parallel Problem Solving from Nature - PPSN IV
    • Fonseca, C.M.; Fleming, P.J.; 1996. On the performance assessment and comparison of stochastic multiobjective optimizers. In: Proceedings of the Fourth International Conference on Parallel Problem Solving from Nature (PPSN), Lecture Notes in Computer Science, vol. 1141. Berlin, Germany, pp. 584593. (Pubitemid 126128346)
    • (1996) Lecture Notes in Computer Science , Issue.1141 , pp. 584-593
    • Fonseca, C.M.1    Fleming, P.J.2
  • 18
    • 0034244788 scopus 로고    scopus 로고
    • Tabu search based procedure for solving the 01 multiobjective knapsack problem: The two objectives case
    • X. Gandibleux, and A. Freville Tabu search based procedure for solving the 01 multiobjective knapsack problem: the two objectives case Journal of Heuristics 6 3 2000 361 383
    • (2000) Journal of Heuristics , vol.6 , Issue.3 , pp. 361-383
    • Gandibleux, X.1    Freville, A.2
  • 19
    • 70349270458 scopus 로고    scopus 로고
    • A study on the use of non-parametric tests for analyzing the evolutionary algorithms behaviour: A case of study on the CEC'2005 special session on real parameter optimization
    • S. García, D. Molina, M. Lozano, and F. Herrera A study on the use of non-parametric tests for analyzing the evolutionary algorithms behaviour: a case of study on the CEC'2005 special session on real parameter optimization Journal of Heuristics 15 2009 617 644
    • (2009) Journal of Heuristics , vol.15 , pp. 617-644
    • García, S.1    Molina, D.2    Lozano, M.3    Herrera, F.4
  • 22
    • 25444435485 scopus 로고    scopus 로고
    • Continuous scatter search: An analysis of the integration of some combination methods and improvement strategies
    • DOI 10.1016/j.ejor.2004.08.009, PII S037722170400548X, Feature Cluster on Scatter Search Methods for Optimization
    • F. Herrera, M. Lozano, and D. Molina Continuous scatter search: an analysis of the integration of some combination methods and improvement strategies European Journal of Operational Research 169 2 2005 450 476 (Pubitemid 41375701)
    • (2006) European Journal of Operational Research , vol.169 , Issue.2 , pp. 450-476
    • Herrera, F.1    Lozano, M.2    Molina, D.3
  • 23
    • 37449006917 scopus 로고    scopus 로고
    • An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization
    • H. Ishibuchi, K. Narukawa, N. Tsukamoto, and Y. Nojima An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization European Journal of Operational Research 188 1 2008 57 75
    • (2008) European Journal of Operational Research , vol.188 , Issue.1 , pp. 57-75
    • Ishibuchi, H.1    Narukawa, K.2    Tsukamoto, N.3    Nojima, Y.4
  • 24
    • 0038273913 scopus 로고    scopus 로고
    • Balance between genetic search and local search in memetic algorithms for multiobjective permutation flow shop scheduling
    • H. Ishibuchi, T. Yoshida, and T. Murata Balance between genetic search and local search in memetic algorithms for multiobjective permutation flow shop scheduling IEEE Transactions on Evolutionary Computation 7 2 2003 204 223
    • (2003) IEEE Transactions on Evolutionary Computation , vol.7 , Issue.2 , pp. 204-223
    • Ishibuchi, H.1    Yoshida, T.2    Murata, T.3
  • 25
    • 0037116765 scopus 로고    scopus 로고
    • Genetic local search for multi-objective combinatorial optimization
    • DOI 10.1016/S0377-2217(01)00104-7, PII S0377221701001047
    • A. Jaszkiewicz Genetic local search for multiple objective combinatorial optimization European Journal of Operational Research 137 1 2002 50 71 (Pubitemid 33127937)
    • (2002) European Journal of Operational Research , vol.137 , Issue.1 , pp. 50-71
    • Jaszkiewicz, A.1
  • 26
    • 31744437433 scopus 로고    scopus 로고
    • ParEGO: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems
    • DOI 10.1109/TEVC.2005.851274
    • J. Knowles ParEGO: a hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems IEEE Transactions on Evolutionary Computation 10 1 2006 50 66 (Pubitemid 43174985)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.1 , pp. 50-66
    • Knowles, J.1
  • 30
    • 4544245255 scopus 로고    scopus 로고
    • Real-coded memetic algorithms with crossover hill-climbing
    • DOI 10.1162/1063656041774983
    • M. Lozano, F. Herrera, N. Krasnogor, and D. Molina Real-coded memetic algorithm with crossover hill-climbing Evolutionary Computation 12 2004 273 302 (Pubitemid 39212980)
    • (2004) Evolutionary Computation , vol.12 , Issue.3 , pp. 273-302
    • Lozano, M.1    Herrera, F.2    Krasnogor, N.3    Molina, D.4
  • 31
    • 0003603223 scopus 로고
    • On evolution, search, optimization, genetic algorithms and martial arts: Towards memetic algorithms
    • Pasadena
    • Moscato, P.; 1989. On evolution, search, optimization, genetic algorithms and martial arts: towards memetic algorithms. Technical Report 826, Caltech Concurrent Computation Program, Pasadena.
    • (1989) Technical Report 826, Caltech Concurrent Computation Program
    • Moscato, P.1
  • 32
    • 32444442367 scopus 로고    scopus 로고
    • Enhancing differential evolution performance with local search for high dimensional function optimization
    • DOI 10.1145/1068009.1068174, GECCO 2005 - Genetic and Evolutionary Computation Conference
    • Noman, N.; Iba, H.; 2005. Enhancing differential evolution performance with local search for high dimensional function optimization. In: Genetic and Evolutionary Computation Conference, GECCO'05, pp. 967974. (Pubitemid 43226403)
    • (2005) GECCO 2005 - Genetic and Evolutionary Computation Conference , pp. 967-974
    • Noman, N.1    Iba, H.2
  • 35
    • 27144541535 scopus 로고    scopus 로고
    • A study of stochastic local search algorithms for the biobjective QAP with correlated flow matrices
    • DOI 10.1016/j.ejor.2004.08.024, PII S0377221704005739
    • L. Paquete, and T. Stützle A study of stochastic local search algorithms for the biobjective QAP with correlated flow matrices European Journal of Operational Research 169 2006 943 959 (Pubitemid 41508803)
    • (2006) European Journal of Operational Research , vol.169 , Issue.3 , pp. 943-959
    • Paquete, L.1    Stutzle, T.2
  • 37
    • 71749118341 scopus 로고    scopus 로고
    • A memetic algorithm for bi-objective integrated forward/reverse logistics network design
    • M.S. Pishvaee, R.Z. Farahani, and W. Dullaert A memetic algorithm for bi-objective integrated forward/reverse logistics network design Computers and Operations Research 37 6 2010 1100 1112
    • (2010) Computers and Operations Research , vol.37 , Issue.6 , pp. 1100-1112
    • Pishvaee, M.S.1    Farahani, R.Z.2    Dullaert, W.3
  • 38
    • 70449522378 scopus 로고    scopus 로고
    • Two memetic algorithms for heterogeneous fleet vehicle routing problems
    • C. Prins Two memetic algorithms for heterogeneous fleet vehicle routing problems Engineering Applications of Artificial Intelligence 22 2009 916 928
    • (2009) Engineering Applications of Artificial Intelligence , vol.22 , pp. 916-928
    • Prins, C.1
  • 41
    • 36549032871 scopus 로고    scopus 로고
    • Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithms
    • L. Sánchez, and J.R. Villar Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithms Information Sciences 178 2008 950 970
    • (2008) Information Sciences , vol.178 , pp. 950-970
    • Sánchez, L.1    Villar, J.R.2
  • 42
    • 62549134403 scopus 로고    scopus 로고
    • Performance evaluation of memetic approaches in 3D reconstruction of forensic objects
    • J. Santamaría, O. Cordón, S. Damas, J.M. García-Torres, and A. Quirin Performance evaluation of memetic approaches in 3D reconstruction of forensic objects Soft Computing 13 89 2009 883 904
    • (2009) Soft Computing , vol.13 , Issue.89 , pp. 883-904
    • Santamaría, J.1    Cordón, O.2    Damas, S.3    García-Torres, J.M.4    Quirin, A.5
  • 44
    • 25144482035 scopus 로고    scopus 로고
    • State-of-the-art exact and heuristic solution procedures for simple assembly line balancing
    • DOI 10.1016/j.ejor.2004.07.022, PII S0377221704004795, Balancing Assembly and Transfer Lines
    • A. Scholl, and C. Becker State-of-the-art exact and heuristic solution procedures for simple assembly line balancing European Journal of Operational Research 168 3 2006 666 693 (Pubitemid 41336586)
    • (2006) European Journal of Operational Research , vol.168 , Issue.3 , pp. 666-693
    • Scholl, A.1    Becker, C.2
  • 45
    • 0031543416 scopus 로고    scopus 로고
    • Simple assembly line balancing - Heuristic approaches
    • A. Scholl, and S. Voss Simple assembly line balancing - heuristic approaches Journal of Heuristics 2 1996 217 244
    • (1996) Journal of Heuristics , vol.2 , pp. 217-244
    • Scholl, A.1    Voss, S.2
  • 48
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of multiobjective evolutionary algorithms: Empirical results
    • E. Zitzler, K. Deb, and L. Thiele 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
  • 49
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms a comparative case study and the strength pareto approach
    • DOI 10.1109/4235.797969
    • E. Zitzler, and L. Thiele Multiobjective evolutionary algorithms: a comparative case study and the strength pareto approach IEEE Transactions on Evolutionary Computation 3 4 1999 257 271 (Pubitemid 30544879)
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler Eckart1    Thiele Lothar2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.