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Volumn 23, Issue 1, 2011, Pages 1-14

Combining constraint programming and local search for job-shop scheduling

Author keywords

Constraint programming; Hybrid algorithms; Scheduling; Tabu search

Indexed keywords


EID: 79952436408     PISSN: 10919856     EISSN: 15265528     Source Type: Journal    
DOI: 10.1287/ijoc.1100.0388     Document Type: Article
Times cited : (71)

References (36)
  • 1
    • 0031997369 scopus 로고    scopus 로고
    • Guided local search with shifting bottleneck for job shop scheduling
    • Balas, E., A. Vazacopoulos. 1998. Guided local search with shifting bottleneck for job shop scheduling. Management Sci. 44(2) 262-275. (Pubitemid 128596865)
    • (1998) Management Science , vol.44 , Issue.2 , pp. 262-275
    • Balas, E.1    Vazacopoulos, A.2
  • 3
    • 34748836352 scopus 로고    scopus 로고
    • Solution-guided multi-point constructive search for job shop scheduling
    • Beck, J. C. 2007. Solution-guided multi-point constructive search for job shop scheduling. J. Artificial Intelligence Res. 29(1) 49-77. (Pubitemid 47477589)
    • (2007) Journal of Artificial Intelligence Research , vol.29 , pp. 49-77
    • Beck, J.C.1
  • 4
    • 0033903052 scopus 로고    scopus 로고
    • Dynamic problem structure analysis as a basis for constraint-directed scheduling heuristics
    • DOI 10.1016/S0004-3702(99)00099-5
    • Beck, J. C., M. S. Fox. 2000. Dynamic problem structure analysis as a basis for constraint-directed scheduling heuristics. Artificial Intelligence 117(1) 31-81. (Pubitemid 30552008)
    • (2000) Artificial Intelligence , vol.117 , Issue.1 , pp. 31-81
    • Beck, J.C.1    Fox, M.S.2
  • 5
    • 0030212629 scopus 로고    scopus 로고
    • The job shop scheduling problem: Conventional and new solution techniques
    • DOI 10.1016/0377-2217(95)00362-2
    • Blazewicz, J., W. Domschke, E. Pesch. 1996. The job shop scheduling problem: Conventional and new solution techniques. Eur. J. Oper. Res. 93(1) 1-33. (Pubitemid 126389264)
    • (1996) European Journal of Operational Research , vol.93 , Issue.1 , pp. 1-33
    • Blazewicz, J.1    Domschke, W.2    Pesch, E.3
  • 6
    • 24044449704 scopus 로고    scopus 로고
    • Learning evaluation functions to improve optimization by local search
    • September
    • Boyan, J., A. W. Moore. 2000. Learning evaluation functions to improve optimization by local search. J. Machine Learn. Res. 1(September) 77-112.
    • (2000) J. Machine Learn. Res , vol.1 , pp. 77-112
    • Boyan, J.1    Moore, A.W.2
  • 7
    • 33745197794 scopus 로고    scopus 로고
    • Applying machine learning to low-knowledge control of optimization algorithms
    • DOI 10.1111/j.1467-8640.2005.00278.x
    • Carchrae, T., J. C. Beck. 2005. Applying machine learning to lowknowledge control of optimization algorithms. Comput. Intelligence 21(4) 372-387. (Pubitemid 43906942)
    • (2005) Computational Intelligence , vol.21 , Issue.4 , pp. 372-387
    • Carchrae, T.1    Beck, J.C.2
  • 9
    • 0016952078 scopus 로고
    • The complexity of flowshop and jobshop scheduling
    • Garey, M. R., D. S. Johnson, R. Sethi. 1976. The complexity of flowshop and jobshop scheduling. Math. Oper. Res. 1(2) 117-129.
    • (1976) Math. Oper. Res , vol.1 , Issue.2 , pp. 117-129
    • Garey, M.R.1    Johnson, D.S.2    Sethi, R.3
  • 10
    • 25444452075 scopus 로고    scopus 로고
    • Scatter search and path relinking: Advances and applications
    • F. Glover, G. A. Kochenberger, eds Kluwer Academic Publishers, Dordrecht, The Netherlands
    • Glover, F., M. Laguna, R. Martí. 2003. Scatter search and path relinking: Advances and applications. F. Glover, G. A. Kochenberger, eds. Handbook of Metaheuristics, Vol. 57. Kluwer Academic Publishers, Dordrecht, The Netherlands, 1-35.
    • (2003) Handbook of Metaheuristics , vol.57 , pp. 1-35
    • Glover, F.1    Laguna, M.2    Martí, R.3
  • 11
    • 27244456154 scopus 로고    scopus 로고
    • Statistical regimes across constrainedness regions
    • DOI 10.1007/s10601-005-2807-z
    • Gomes, C. P., C. Fernández, B. Selman, C. Bessiére. 2005. Statistical regimes across constrainedness regions. Constraints 10(4) 317-337. (Pubitemid 41521312)
    • (2005) Constraints , vol.10 , Issue.4 , pp. 317-337
    • Gomes, C.P.1    Fernandez, C.2    Selman, B.3    Bessiere, C.4
  • 12
    • 0029362452 scopus 로고    scopus 로고
    • Testing heuristics: We have it all wrong
    • Hooker, J. N. 1996. Testing heuristics: We have it all wrong. J. Heuristics 1 33-42.
    • (1996) J. Heuristics , vol.1 , pp. 33-42
    • Hooker, J.N.1
  • 14
    • 0037302545 scopus 로고    scopus 로고
    • Algorithms for propagating resource constraints in AI planning and scheduling: Existing approaches and new results
    • Laborie, P. 2003. Algorithms for propagating resource constraints in AI planning and scheduling: Existing approaches and new results. Artificial Intelligence 143(2) 151-188.
    • (2003) Artificial Intelligence , vol.143 , Issue.2 , pp. 151-188
    • Laborie, P.1
  • 15
  • 16
    • 0028442512 scopus 로고
    • Implementation of resource constraints in ILOG SCHEDULE: A library for the development of constraint-based scheduling systems
    • Le Pape, C. 1994. Implementation of resource constraints in ILOG SCHEDULE: A library for the development of constraint-based scheduling systems. Intelligent Systems Engrg. 3(2) 55-66.
    • (1994) Intelligent Systems Engrg , vol.3 , Issue.2 , pp. 55-66
    • Le Pape, C.1
  • 19
    • 0030232147 scopus 로고    scopus 로고
    • Automatically configuring constraint satisfaction programs: A case study
    • Minton, S. 1996. Automatically configuring constraint satisfaction programs: A case study. Constraints 1(1-2) 7-43. (Pubitemid 126709714)
    • (1996) Constraints , vol.1 , Issue.1-2 , pp. 7-43
    • Minton, S.1
  • 20
    • 5244278595 scopus 로고    scopus 로고
    • A fast taboo search algorithm for the job shop problem
    • Nowicki, E., C. Smutnicki. 1996. A fast taboo search algorithm for the job shop problem. Management Sci. 42(6) 797-813. (Pubitemid 126577322)
    • (1996) Management Science , vol.42 , Issue.6 , pp. 797-813
    • Nowicki, E.1    Smutnicki, C.2
  • 21
    • 17444396374 scopus 로고    scopus 로고
    • An advanced tabu search algorithm for the job shop problem
    • DOI 10.1007/s10951-005-6364-5
    • Nowicki, E., C. Smutnicki. 2005. An advanced tabu algorithm for the job shop problem. J. Scheduling 8(2) 145-159. (Pubitemid 40536998)
    • (2005) Journal of Scheduling , vol.8 , Issue.2 , pp. 145-159
    • Nowicki, E.1    Smutnicki, C.2
  • 22
    • 0004026036 scopus 로고
    • Ph.D. thesis, Department of Mathematics and Computing Science, Eindhoven University of Technology, Eindhoven, The Netherlands
    • Nuijten, W. P. M. 1994. Time and resource constrained scheduling: A constraint satisfaction approach. Ph.D. thesis, Department of Mathematics and Computing Science, Eindhoven University of Technology, Eindhoven, The Netherlands.
    • (1994) Time and Resource Constrained Scheduling: A Constraint Satisfaction Approach
    • Nuijten, W.P.M.1
  • 23
    • 84907095419 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing
    • R Development Core Team Vienna
    • R Development Core Team. 2009. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna. http://www.R-project.org.
    • (2009) R Foundation for Statistical Computing
  • 24
    • 0003056605 scopus 로고
    • The algorithm selection problem
    • Rice, J. R. 1976. The algorithm selection problem. Adv. Comput. 15 65-118.
    • (1976) Adv. Comput , vol.15 , pp. 65-118
    • Rice, J.R.1
  • 29
    • 84862768337 scopus 로고    scopus 로고
    • Éric Taillard's page
    • Taillard, É. D. 2008. Éric Taillard's page. http://mistic.heig-vd.ch/ staillard/problemes.dir/ordonnancement.dir/ ordonnancement.html.
    • (2008)
    • Taillard, É.D.1
  • 30
    • 0027201278 scopus 로고
    • Benchmarks for basic scheduling problems
    • Taillard, E. D. 1993. Benchmarks for basic scheduling problems. Eur. J. Oper. Res. 64(2) 278-285.
    • (1993) Eur. J. Oper. Res , vol.64 , Issue.2 , pp. 278-285
    • Taillard, E.D.1
  • 32
    • 84862774888 scopus 로고    scopus 로고
    • On metaheuristic "failure modes": A case study in tabu search for job-shop scheduling
    • Vienna
    • Watson, J.-P. 2005. On metaheuristic "failure modes": A case study in tabu search for job-shop scheduling. Proc. 6th Metaheuristics Internat. Conf., Vienna.
    • (2005) Proc. 6th Metaheuristics Internat. Conf.
    • Watson, J.-P.1
  • 33
    • 44649173924 scopus 로고    scopus 로고
    • A hybrid constraint programming / local search approach to the job-shop scheduling problem
    • 5015 LNCS, DOI 10.1007/978-3-540-68155-7-21, Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems - 5th International Conference, CPAIOR 2008, Proceedings
    • Watson, J.-P., J. C. Beck. 2008. A hybrid constraint programming/ local search approach to the job shop scheduling problem. L. Perron, M. A. Trick, eds. Proc. 5th Internat. Conf. Integration AI OR Techniques Constraint Programming Combin. Optim. Problems(CPAIOR'08). Lecture Notes in Computer Science, Vol. 5015. Springer, Berlin, 263-277. (Pubitemid 351777384)
    • (2008) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , pp. 263-277
    • Watson, J.-P.1    Beck, J.C.2
  • 34
    • 30844442595 scopus 로고    scopus 로고
    • Deconstructing Nowicki and Smutnicki's i-TSAB tabu search algorithm for the job-shop scheduling problem
    • DOI 10.1016/j.cor.2005.07.016, PII S030505480500242X, Computers Operations on Tabu Search
    • Watson, J.-P., A. E. Howe, L. D. Whitley. 2006. Deconstructing Nowicki and Smutnicki's i-TSAB tabu search algorithm for the job-shop scheduling problem. Comput. Oper. Res. 33(9) 2623-2644. (Pubitemid 43102511)
    • (2006) Computers and Operations Research , vol.33 , Issue.9 , pp. 2623-2644
    • Watson, J.-P.1    Howe, A.E.2    Darrell Whitley, L.3
  • 35
    • 38149124156 scopus 로고    scopus 로고
    • On universal restart strategies for backtracking search
    • C. Bessiene, ed Lecture Notes in Computer Science, Springer, Berlin
    • Wu, H., P. van Beek. 2007. On universal restart strategies for backtracking search. C. Bessiene, ed. Proc. 13th Internat. Conf. Principles Practice Constraint Programming. Lecture Notes in Computer Science, Vol. 4741. Springer, Berlin, 681-695.
    • (2007) Proc. 13th Internat. Conf. Principles Practice Constraint Programming , vol.4741 , pp. 681-695
    • Wu, H.1    Van Beek, P.2
  • 36
    • 34250219585 scopus 로고    scopus 로고
    • A very fast TS/SA algorithm for the job shop scheduling problem
    • DOI 10.1016/j.cor.2006.02.024, PII S0305054806000670
    • Zhang, C. Y., P. Li, Y. Rao, Z. Guan. 2008. A very fast TS/SA algorithm for the job shop scheduling problem. Comput. Oper. Res. 35(1) 282-294. (Pubitemid 46899361)
    • (2008) Computers and Operations Research , vol.35 , Issue.1 , pp. 282-294
    • Zhang, C.Y.1    Li, P.2    Rao, Y.3    Guan, Z.4


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