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Volumn 39, Issue 7, 2012, Pages 1450-1457

A Self-guided Genetic Algorithm for permutation flowshop scheduling problems

Author keywords

Estimation of Distribution Algorithms; Permutation flowshop scheduling; Self guided crossover; Self guided mutation

Indexed keywords

COMBINATORIAL PROBLEM; CROSSOVER AND MUTATION; CROSSOVER OPERATIONS; ESTIMATION OF DISTRIBUTION ALGORITHMS; EVOLUTION PROCESS; FLOW SHOP SCHEDULING PROBLEM; GENETIC OPERATORS; LOCATION INFORMATION; MAKESPAN; NEW SOLUTIONS; NOVEL STRATEGIES; NP COMPLETE; PERMUTATION FLOW-SHOP SCHEDULING; PERMUTATION FLOWSHOP SCHEDULING PROBLEMS; PROBABILISTIC MODELS; SELF-GUIDED CROSSOVER; SELF-GUIDED MUTATION; STATISTICAL INFORMATION;

EID: 81555204454     PISSN: 03050548     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cor.2011.08.016     Document Type: Article
Times cited : (69)

References (44)
  • 1
    • 0035696799 scopus 로고    scopus 로고
    • A hybrid heuristic for the traveling salesman problem
    • DOI 10.1109/4235.974843, PII S1089778X01034658
    • R. Baraglia, J. Hidalgo, and R. Perego A hybrid heuristic for the traveling salesman problem IEEE Transactions on Evolutionary Computation 5 6 2001 613 622 (Pubitemid 34091919)
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.6 , pp. 613-622
    • Baraglia, R.1    Hidalgo, J.I.2    Perego, R.3
  • 3
    • 84958959530 scopus 로고    scopus 로고
    • From Recombination of Genes to the Estimation of Distributions: I. Binary Parameters
    • Parallel Problem Solving from Nature - PPSN IV
    • H. Muhlenbein, and G. Paaß From recombination of genes to the estimation of distributions I. Binary parameters Lecture Notes in Computer Science vol. 1141 1996 178 187 (Pubitemid 126128306)
    • (1996) Lecture Notes in Computer Science , Issue.1141 , pp. 178-187
    • Muehlenbein, H.1    Paass, G.2
  • 4
    • 0036180213 scopus 로고    scopus 로고
    • A survey of optimization by building and using probabilistic models
    • DOI 10.1023/A:1013500812258
    • M. Pelikan, D.E. Goldberg, and F.G. Lobo A survey of optimization by building and using probabilistic models Computational Optimization and Applications 21 1 2002 5 20 (Pubitemid 34172679)
    • (2002) Computational Optimization and Applications , vol.21 , Issue.1 , pp. 5-20
    • Pelikan, M.1    Goldberg, D.E.2    Lobo, F.G.3
  • 5
    • 17644405107 scopus 로고    scopus 로고
    • An evolutionary algorithm with guided mutation for the maximum clique problem
    • DOI 10.1109/TEVC.2004.840835
    • Q. Zhang, J. Sun, and E. Tsang An evolutionary algorithm with guided mutation for the maximum clique problem IEEE Transactions on Evolutionary Computation 9 2 2005 192 200 (Pubitemid 40564736)
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.2 , pp. 192-200
    • Zhang, Q.1    Sun, J.2    Tsang, E.3
  • 6
    • 34548482951 scopus 로고    scopus 로고
    • Mining gene structures to inject artificial chromosomes for genetic algorithm in single machine scheduling problems
    • P.C. Chang, S.H. Chen, and C.Y. Fan Mining gene structures to inject artificial chromosomes for genetic algorithm in single machine scheduling problems Applied Soft Computing Journal 8 1 2008 767 777
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.1 , pp. 767-777
    • Chang, P.C.1    Chen, S.H.2    Fan, C.Y.3
  • 7
    • 9444253551 scopus 로고    scopus 로고
    • GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms
    • Innovations in Applied Artificial Intelligence
    • J. Pena, V. Robles, P. Larranaga, V. Herves, F. Rosales, and M. Perez Ga-eda: hybrid evolutionary algorithm using genetic and estimation of distribution algorithms B. Orchard, C. Yang, M. Ali, Innovations in applied artificial intelligence, Lecture notes in computer science vol. 3029 2004 Springer Berlin/Heidelberg 361 371 (Pubitemid 38761241)
    • (2004) Lecture Notes in Computer Science , Issue.3029 , pp. 361-371
    • Pena, J.M.1    Robles, V.2    Larranaga, P.3    Herves, V.4    Rosales, F.5    Perez, M.S.6
  • 8
    • 70350510104 scopus 로고    scopus 로고
    • Loopy substructural local search for the Bayesian optimization algorithm, engineering stochastic local search algorithms
    • C. Lima, M. Pelikan, F. Lobo, and D. Goldberg Loopy substructural local search for the Bayesian optimization algorithm, engineering stochastic local search algorithms Designing, Implementing and Analyzing Effective Heuristics 2009 61 75
    • (2009) Designing, Implementing and Analyzing Effective Heuristics , pp. 61-75
    • Lima, C.1    Pelikan, M.2    Lobo, F.3    Goldberg, D.4
  • 10
    • 0015604699 scopus 로고
    • An effective heuristic algorithm for the traveling-salesman problem
    • S. Lin, and B. Kernighan An effective heuristic algorithm for the traveling-salesman problem Operations Research 21 2 1973 498 516
    • (1973) Operations Research , vol.21 , Issue.2 , pp. 498-516
    • Lin, S.1    Kernighan, B.2
  • 13
    • 4344559303 scopus 로고    scopus 로고
    • Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation
    • IEEE
    • K. Sastry, M. Pelikan, and D. Goldberg Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation Congress on evolutionary computation, 2004 vol. 1 2004 IEEE 720 727
    • (2004) Congress on Evolutionary Computation, 2004 , vol.1 , pp. 720-727
    • Sastry, K.1    Pelikan, M.2    Goldberg, D.3
  • 14
    • 33846270316 scopus 로고    scopus 로고
    • Efficiency enhancement of estimation of distribution algorithms
    • K. Sastry, M. Pelikan, and D. Goldberg Efficiency enhancement of estimation of distribution algorithms Computational Intelligence 33 2006 161 185
    • (2006) Computational Intelligence , vol.33 , pp. 161-185
    • Sastry, K.1    Pelikan, M.2    Goldberg, D.3
  • 15
    • 0037201140 scopus 로고    scopus 로고
    • Pareto-optimality approach for flexible job-shop scheduling problems: Hybridization of evolutionary algorithms and fuzzy logic
    • I. Kacem, S. Hammadi, and P. Borne Pareto-optimality approach for flexible job-shop scheduling problems: hybridization of evolutionary algorithms and fuzzy logic Mathematics and Computers in Simulation 60 35 2002 245 276
    • (2002) Mathematics and Computers in Simulation , vol.60 , Issue.35 , pp. 245-276
    • Kacem, I.1    Hammadi, S.2    Borne, P.3
  • 16
    • 9744246863 scopus 로고    scopus 로고
    • A review and classification of heuristics for permutation flow-shop scheduling with makespan objective
    • J.M. Framinan, J.N.D. Gupta, and R. Leisten A review and classification of heuristics for permutation flow-shop scheduling with makespan objective Journal of the Operational Research Society 55 12 2004 1243 1255
    • (2004) Journal of the Operational Research Society , vol.55 , Issue.12 , pp. 1243-1255
    • Framinan, J.M.1    Gupta, J.N.D.2    Leisten, R.3
  • 17
    • 27844512878 scopus 로고    scopus 로고
    • Flowshop-scheduling problems with makespan criterion: A review
    • DOI 10.1080/0020754050056417
    • S. Hejazi, and S. Saghafian Flowshop-scheduling problems with makespan criterion: a review International Journal of Production Research 43 14 2005 2895 2929 (Pubitemid 41657440)
    • (2005) International Journal of Production Research , vol.43 , Issue.14 , pp. 2895-2929
    • Reza Hejazi, S.1    Saghafian, S.2
  • 19
    • 0029224965 scopus 로고
    • A genetic algorithm for flowshop sequencing
    • C.R. Reeves A genetic algorithm for flowshop sequencing Computers and Operations Research 22 1 1995 5 13
    • (1995) Computers and Operations Research , vol.22 , Issue.1 , pp. 5-13
    • Reeves, C.R.1
  • 20
    • 77958482967 scopus 로고    scopus 로고
    • Generating artificial chromosomes by mining gene structures with diversity preservation for scheduling problems
    • P. Chang, S.H. Chen, and C.Y. Fan Generating artificial chromosomes by mining gene structures with diversity preservation for scheduling problems Annals of Operations Research 180 1 2010 197 211
    • (2010) Annals of Operations Research , vol.180 , Issue.1 , pp. 197-211
    • Chang, P.1    Chen, S.H.2    Fan, C.Y.3
  • 21
    • 60349125187 scopus 로고    scopus 로고
    • An estimation of distribution algorithm for minimizing the total flowtime in permutation flowshop scheduling problems
    • B. Jarboui, M. Eddaly, and P. Siarry An estimation of distribution algorithm for minimizing the total flowtime in permutation flowshop scheduling problems Computers and Operations Research 36 9 2009 2638 2646
    • (2009) Computers and Operations Research , vol.36 , Issue.9 , pp. 2638-2646
    • Jarboui, B.1    Eddaly, M.2    Siarry, P.3
  • 22
    • 61349108680 scopus 로고    scopus 로고
    • A review and evaluation of multiobjective algorithms for the flowshop scheduling problem
    • G. Minella, R. Ruiz, and M. Ciavotta A review and evaluation of multiobjective algorithms for the flowshop scheduling problem INFORMS Journal on Computing 20 3 2008 451 471
    • (2008) INFORMS Journal on Computing , vol.20 , Issue.3 , pp. 451-471
    • Minella, G.1    Ruiz, R.2    Ciavotta, M.3
  • 24
    • 13444251134 scopus 로고    scopus 로고
    • A comprehensive review and evaluation of permutation flowshop heuristics
    • DOI 10.1016/j.ejor.2004.04.017, PII S0377221704002553, Project Management and Scheduling
    • R. Ruiz, and C. Maroto A comprehensive review and evaluation of permutation flowshop heuristics European Journal of Operational Research 165 2 2005 479 494 (Pubitemid 40206377)
    • (2005) European Journal of Operational Research , vol.165 , Issue.2 , pp. 479-494
    • Ruiz, R.1    Maroto, C.2
  • 25
    • 51749114425 scopus 로고    scopus 로고
    • A hybrid genetic algorithm with dominance properties for single machine scheduling with dependent penalties
    • P.C. Chang, S.H. Chen, and V. Mani A hybrid genetic algorithm with dominance properties for single machine scheduling with dependent penalties Applied Mathematical Modeling 33 1 2009 579 596
    • (2009) Applied Mathematical Modeling , vol.33 , Issue.1 , pp. 579-596
    • Chang, P.C.1    Chen, S.H.2    Mani, V.3
  • 27
    • 0344290982 scopus 로고
    • An empirical comparison of seven iterative and evolutionary function optimization heuristics
    • Carnegie Mellon University
    • Baluja S. An empirical comparison of seven iterative and evolutionary function optimization heuristics. Technical Report CMU-CS-95-193, Carnegie Mellon University; 1995.
    • (1995) Technical Report CMU-CS-95-193
    • Baluja, S.1
  • 28
    • 2442661659 scopus 로고    scopus 로고
    • On the convergence of a class of estimation of distribution algorithms
    • Q. Zhang, and H. Muhlenbein On the convergence of a class of estimation of distribution algorithms IEEE Transactions on Evolutionary Computation 8 2 2004 127 136
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , Issue.2 , pp. 127-136
    • Zhang, Q.1    Muhlenbein, H.2
  • 32
    • 35548991809 scopus 로고    scopus 로고
    • An estimation of distribution algorithm with intelligent local search for rule-based nurse rostering
    • DOI 10.1057/palgrave.jors.2602308, PII 2602308
    • U. Aickelin, E.K. Burke, and J. Li An estimation of distribution algorithm with intelligent local search for rule-based nurse rostering Journal of the Operational Research Society 58 12 2007 1574 1585 (Pubitemid 350129146)
    • (2007) Journal of the Operational Research Society , vol.58 , Issue.12 , pp. 1574-1585
    • Aickelin, U.1    Burke, E.K.2    Li, J.3
  • 38
    • 54249084894 scopus 로고    scopus 로고
    • Genetic algorithm integrated with artificial chromosomes for multi-objective flowshop scheduling problems
    • P.C. Chang, S.H. Chen, and C.Y. Fan Genetic algorithm integrated with artificial chromosomes for multi-objective flowshop scheduling problems Applied Mathematics and Computation 205 2 2008 550 561
    • (2008) Applied Mathematics and Computation , vol.205 , Issue.2 , pp. 550-561
    • Chang, P.C.1    Chen, S.H.2    Fan, C.Y.3
  • 39
    • 33751236810 scopus 로고    scopus 로고
    • A particle swarm optimization algorithm for makespan and total flowtime minimization in the permutation flowshop sequencing problem
    • DOI 10.1016/j.ejor.2005.12.024, PII S0377221705008453
    • M. Tasgetiren, Y. Liang, M. Sevkli, and G. Gencyilmaz A particle swarm optimization algorithm for makespan and total flowtime minimization in the permutation flowshop sequencing problem European Journal of Operational Research 177 3 2007 1930 1947 (Pubitemid 44780934)
    • (2007) European Journal of Operational Research , vol.177 , Issue.3 , pp. 1930-1947
    • Tasgetiren, M.F.1    Liang, Y.-C.2    Sevkli, M.3    Gencyilmaz, G.4
  • 40
    • 38849113294 scopus 로고    scopus 로고
    • A combinatorial particle swarm optimisation for solving permutation flowshop problems
    • DOI 10.1016/j.cie.2007.09.006, PII S0360835207002057
    • B. Jarboui, S. Ibrahim, P. Siarry, and A. Rebai A combinatorial particle swarm optimisation for solving permutation flowshop problems Computers & Industrial Engineering 54 3 2008 526 538 (Pubitemid 351199803)
    • (2008) Computers and Industrial Engineering , vol.54 , Issue.3 , pp. 526-538
    • Jarboui, B.1    Ibrahim, S.2    Siarry, P.3    Rebai, A.4
  • 41
    • 55449124245 scopus 로고    scopus 로고
    • A discrete differential evolution algorithm for the permutation flowshop scheduling problem
    • Q. Pan, M. Tasgetiren, and Y. Liang A discrete differential evolution algorithm for the permutation flowshop scheduling problem Computers & Industrial Engineering 55 4 2008 795 816
    • (2008) Computers & Industrial Engineering , vol.55 , Issue.4 , pp. 795-816
    • Pan, Q.1    Tasgetiren, M.2    Liang, Y.3
  • 42
    • 0020699921 scopus 로고
    • A heuristic algorithm for the m-machine, n-job flow-shop sequencing problem
    • DOI 10.1016/0305-0483(83)90088-9
    • M. Nawaz, E. Enscore, and I. Ham A heuristic algorithm for the m-machine, n-job flow-shop sequencing problem OMEGA 11 1 1983 91 95 (Pubitemid 13193807)
    • (1983) Omega , vol.11 , Issue.1 , pp. 91-95
    • Nawaz, M.1    Enscore Jr., E.E.2    Ham, I.3


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