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Volumn 141, Issue 1, 2013, Pages 24-33

Addressing the advantages of using ensemble probabilistic models in Estimation of Distribution Algorithms for scheduling problems

Author keywords

Estimation of Distribution Algorithms; Permutation flowshop scheduling problem; Self Guided Genetic Algorithm; Single machine scheduling problem

Indexed keywords

COMPUTATION EFFORT; ESTIMATION OF DISTRIBUTION ALGORITHMS; NP-HARD; PERMUTATION FLOWSHOP SCHEDULING PROBLEMS; POPULATION CHARACTERISTICS; PROBABILISTIC MODELS; SCHEDULING PROBLEM; SINGLE MACHINE SCHEDULING PROBLEMS; UNIVARIATE;

EID: 84869497021     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2012.05.010     Document Type: Article
Times cited : (30)

References (51)
  • 1
    • 35548991809 scopus 로고    scopus 로고
    • An estimation of distribution algorithm with intelligent local search for rule-based nurse rostering
    • 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
    • (2007) Journal of the Operational Research Society , vol.58 , Issue.12 , pp. 1574-1585
    • Aickelin, U.1    Burke, E.K.2    Li, J.3
  • 3
  • 7
    • 84855781728 scopus 로고    scopus 로고
    • A review on estimation of distribution algorithms in permutation-based combinatorial optimization problems
    • J.E. Ceberio, A.M. Irurozki, and J. Lozano A review on estimation of distribution algorithms in permutation-based combinatorial optimization problems Progress in Artificial Intelligence 1 1 2012 103 117
    • (2012) Progress in Artificial Intelligence , vol.1 , Issue.1 , pp. 103-117
    • Ceberio, J.E.1    Irurozki, A.M.2    Lozano, J.3
  • 8
    • 77958482967 scopus 로고    scopus 로고
    • Generating artificial chromosomes with probability control in genetic algorithm for machine scheduling problems
    • P. Chang, S.H. Chen, and C.Y. Fan Generating artificial chromosomes with probability control in genetic algorithm for machine 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
  • 9
    • 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
  • 10
    • 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
  • 11
    • 81555204454 scopus 로고    scopus 로고
    • A self-guided genetic algorithm for permutation flowshop scheduling problems
    • S.H. Chen, P.C. Chang, T.C.E. Cheng, and Q. Zhang A self-guided genetic algorithm for permutation flowshop scheduling problems Computers and Operations Research 39 7 2012 1450 1457
    • (2012) Computers and Operations Research , vol.39 , Issue.7 , pp. 1450-1457
    • Chen, S.H.1    Chang, P.C.2    Cheng, T.C.E.3    Zhang, Q.4
  • 12
  • 13
    • 79960833764 scopus 로고    scopus 로고
    • Ea/g-ga for single machine scheduling problems with earliness/tardiness costs
    • S.H. Chen, M.C. Chen, P.C. Chang, and Y.M. Chen Ea/g-ga for single machine scheduling problems with earliness/tardiness costs Entropy 13 6 2011 1152 1169
    • (2011) Entropy , vol.13 , Issue.6 , pp. 1152-1169
    • Chen, S.H.1    Chen, M.C.2    Chang, P.C.3    Chen, Y.M.4
  • 14
    • 79960565348 scopus 로고    scopus 로고
    • Guidelines for developing effective Estimation of Distribution Algorithms in solving single machine scheduling problems
    • S.H. Chen, M.C. Chen, P.C. Chang, Q. Zhang, and Y.M. Chen Guidelines for developing effective Estimation of Distribution Algorithms in solving single machine scheduling problems Expert Systems with Applications 37 9 2010 6441 6451
    • (2010) Expert Systems with Applications , vol.37 , Issue.9 , pp. 6441-6451
    • Chen, S.H.1    Chen, M.C.2    Chang, P.C.3    Zhang, Q.4    Chen, Y.M.5
  • 15
    • 84855799851 scopus 로고    scopus 로고
    • Extended artificial chromosomes genetic algorithm for permutation flowshop scheduling problems
    • Y.M. Chen, M.C. Chen, P.C. Chang, and S.H. Chen Extended artificial chromosomes genetic algorithm for permutation flowshop scheduling problems Computers and Industrial Engineering 62 2 2012 536 545
    • (2012) Computers and Industrial Engineering , vol.62 , Issue.2 , pp. 536-545
    • Chen, Y.M.1    Chen, M.C.2    Chang, P.C.3    Chen, S.H.4
  • 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
  • 19
    • 80053974840 scopus 로고    scopus 로고
    • An introduction and survey of estimation of distribution algorithms
    • M. Hauschild, and M. Pelikan An introduction and survey of estimation of distribution algorithms Swarm and Evolutionary Computation 1 3 2011 111 128
    • (2011) Swarm and Evolutionary Computation , vol.1 , Issue.3 , pp. 111-128
    • Hauschild, M.1    Pelikan, M.2
  • 20
  • 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
  • 24
    • 0031076201 scopus 로고    scopus 로고
    • Single machine earliness and tardiness scheduling
    • G. Li Single machine earliness and tardiness scheduling European Journal of Operational Research 96 3 1997 546 558
    • (1997) European Journal of Operational Research , vol.96 , Issue.3 , pp. 546-558
    • Li, G.1
  • 27
    • 78650704810 scopus 로고    scopus 로고
    • A hybrid particle swarm optimization with estimation of distribution algorithm for solving permutation flowshop scheduling problem
    • H. Liu, L. Gao, and Q. Pan A hybrid particle swarm optimization with estimation of distribution algorithm for solving permutation flowshop scheduling problem Expert Systems with Applications 38 4 2011 4348 4360
    • (2011) Expert Systems with Applications , vol.38 , Issue.4 , pp. 4348-4360
    • Liu, H.1    Gao, L.2    Pan, Q.3
  • 29
    • 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
  • 32
    • 0020699921 scopus 로고
    • A heuristic algorithm for the m-machine, n-job flow-shop sequencing problem
    • M. Nawaz, E.E. Enscore, and I. Ham A heuristic algorithm for the m-machine, n-job flow-shop sequencing problem Omega 11 1 1983 91 95
    • (1983) Omega , vol.11 , Issue.1 , pp. 91-95
    • Nawaz, M.1    Enscore, E.E.2    Ham, I.3
  • 33
    • 0000245614 scopus 로고
    • The single machine early/tardy problem
    • P.S. Ow, and T.E. Morton The single machine early/tardy problem Management Science 35 2 1989 177 191
    • (1989) Management Science , vol.35 , Issue.2 , pp. 177-191
    • Ow, P.S.1    Morton, T.E.2
  • 34
    • 79960640293 scopus 로고    scopus 로고
    • An estimation of distribution algorithm for lot-streaming flow shop problems with setup times
    • Q. Pan, and R. Ruiz An estimation of distribution algorithm for lot-streaming flow shop problems with setup times Omega 40 2 2012 166 180
    • (2012) Omega , vol.40 , Issue.2 , pp. 166-180
    • Pan, Q.1    Ruiz, R.2
  • 37
    • 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
  • 38
    • 13444251134 scopus 로고    scopus 로고
    • A comprehensive review and evaluation of permutation flowshop heuristics
    • R. Ruiz, and C. Maroto A comprehensive review and evaluation of permutation flowshop heuristics European Journal of Operational Research 165 2 2005 479 494
    • (2005) European Journal of Operational Research , vol.165 , Issue.2 , pp. 479-494
    • Ruiz, R.1    Maroto, C.2
  • 39
    • 43649089118 scopus 로고    scopus 로고
    • Multiple surrogate modeling for axial compressor blade shape optimization
    • A. Samad, K. Kim, T. Goel, R. Haftka, and W. Shyy Multiple surrogate modeling for axial compressor blade shape optimization Journal of Propulsion and Power 24 2 2008 302 310
    • (2008) Journal of Propulsion and Power , vol.24 , Issue.2 , pp. 302-310
    • Samad, A.1    Kim, K.2    Goel, T.3    Haftka, R.4    Shyy, W.5
  • 40
    • 33846270316 scopus 로고    scopus 로고
    • Efficiency enhancement of estimation of distribution algorithms
    • K. Sastry, M. Pelikan, and D.E. 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.E.3
  • 41
    • 33750227208 scopus 로고    scopus 로고
    • Diversity loss in general estimation of distribution algorithms
    • Springer
    • Shapiro, J.; 2006. Diversity loss in general estimation of distribution algorithms. In: Parallel Problem Solving from Nature - PPSN IX. Springer, pp. 92-101.
    • (2006) Parallel Problem Solving from Nature - PPSN IX , pp. 92-101
    • Shapiro, J.1
  • 42
    • 3543096874 scopus 로고    scopus 로고
    • The one-machine problem with earliness and tardiness penalties
    • F. Sourd, and S. Kedad-Sidhoum The one-machine problem with earliness and tardiness penalties Journal of Scheduling 6 6 2003 533 549
    • (2003) Journal of Scheduling , vol.6 , Issue.6 , pp. 533-549
    • Sourd, F.1    Kedad-Sidhoum, S.2
  • 43
    • 34548125786 scopus 로고    scopus 로고
    • A comparative study of sampling methods in node histogram models with probabilistic model-building genetic algorithms
    • IEEE
    • Tsutsui, S.; 2006. A comparative study of sampling methods in node histogram models with probabilistic model-building genetic algorithms. In: IEEE International Conference on Systems, Man and Cybernetics, 2006, SMC'06, vol. 4. IEEE, pp. 3132-3137.
    • (2006) IEEE International Conference on Systems, Man and Cybernetics, 2006, SMC'06 , vol.4 , pp. 3132-3137
    • Tsutsui, S.1
  • 44
    • 74849088546 scopus 로고    scopus 로고
    • Effect of using partial solutions in edge histogram sampling algorithms with different local searches
    • IEEE
    • Tsutsui, S.; 2009. Effect of using partial solutions in edge histogram sampling algorithms with different local searches. In: IEEE International Conference on Systems, Man and Cybernetics, 2009. IEEE, pp. 2137-2142.
    • (2009) IEEE International Conference on Systems, Man and Cybernetics, 2009 , pp. 2137-2142
    • Tsutsui, S.1
  • 46
    • 79952629078 scopus 로고    scopus 로고
    • Discrete particle swarm optimization based on estimation of distribution for terminal assignment problems
    • J. Wang, Y. Cai, Y. Zhou, R. Wang, and C. Li Discrete particle swarm optimization based on estimation of distribution for terminal assignment problems Computers and Industrial Engineering 60 4 2011 566 575
    • (2011) Computers and Industrial Engineering , vol.60 , Issue.4 , pp. 566-575
    • Wang, J.1    Cai, Y.2    Zhou, Y.3    Wang, R.4    Li, C.5
  • 47
    • 79958149341 scopus 로고    scopus 로고
    • An effective estimation of distribution algorithm for the multi-mode resource-constrained project scheduling problem
    • L. Wang, and C. Fang An effective estimation of distribution algorithm for the multi-mode resource-constrained project scheduling problem Computers and Operations Research 39 2 2012 449 460
    • (2012) Computers and Operations Research , vol.39 , Issue.2 , pp. 449-460
    • Wang, L.1    Fang, C.2
  • 48
    • 80255137472 scopus 로고    scopus 로고
    • A hybrid estimation of distribution algorithm for solving the resource-constrained project scheduling problem
    • L. Wang, and C. Fang A hybrid estimation of distribution algorithm for solving the resource-constrained project scheduling problem Expert Systems with Applications 39 3 2012 2451 2460
    • (2012) Expert Systems with Applications , vol.39 , Issue.3 , pp. 2451-2460
    • Wang, L.1    Fang, C.2
  • 49
    • 0027224847 scopus 로고
    • One-machine rescheduling heuristics with efficiency and stability as criteria
    • S.D. Wu, R.H. Storer, and P.C. Chang One-machine rescheduling heuristics with efficiency and stability as criteria Computers and Operations Research 20 1 1993 1 14
    • (1993) Computers and Operations Research , vol.20 , Issue.1 , pp. 1-14
    • Wu, S.D.1    Storer, R.H.2    Chang, P.C.3
  • 50
    • 17644405107 scopus 로고    scopus 로고
    • An evolutionary algorithm with guided mutation for the maximum clique problem
    • 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
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.2 , pp. 192-200
    • Zhang, Q.1    Sun, J.2    Tsang, E.3
  • 51
    • 79952618751 scopus 로고    scopus 로고
    • Estimation of distribution algorithm for permutation flow shops with total flowtime minimization
    • Y. Zhang, and X. Li Estimation of distribution algorithm for permutation flow shops with total flowtime minimization Computers and Industrial Engineering 60 4 2011 706 718
    • (2011) Computers and Industrial Engineering , vol.60 , Issue.4 , pp. 706-718
    • Zhang, Y.1    Li, X.2


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