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Volumn 50, Issue 4, 2012, Pages 1063-1078

A hybrid Pareto-based local search algorithm for multi-objective flexible job shop scheduling problems

Author keywords

flexible job shop scheduling problem; local search; multi objective optimisation; Pareto archive set; variable neighbourhood search

Indexed keywords

COMPLETION TIME; CRITICAL MACHINE; FAST CONVERGENCE; FLEXIBLE JOB-SHOP SCHEDULING PROBLEM; HYBRID ALGORITHMS; LOCAL SEARCH; LOCAL SEARCH ALGORITHM; MAKESPAN; MULTI OBJECTIVE; NONDOMINATED SOLUTIONS; PARETO ARCHIVE; PARETO ARCHIVE SETS; SEARCH QUALITY; SELF-ADAPTIVE STRATEGY; SPEED-UP METHOD; VARIABLE NEIGHBOURHOOD SEARCH;

EID: 84860470398     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207543.2011.555427     Document Type: Article
Times cited : (39)

References (41)
  • 1
    • 75049086134 scopus 로고    scopus 로고
    • An artificial immune algorithm for the flexible job-shop scheduling problem
    • Bagheri., A., et al. 2010. An artificial immune algorithm for the flexible job-shop scheduling problem. Future Generation Computer Systems 26 533-541
    • (2010) Future Generation Computer Systems , Issue.26 , pp. 533-541
    • Bagheri, A.1
  • 2
    • 0031997369 scopus 로고    scopus 로고
    • Guided local search with shifting bottleneck for job shop scheduling
    • Balas, E. and Vazacopoulos, A., 1998. Guided local search with shifting bottleneck for job shop scheduling. Management Science, 44, 262-275. (Pubitemid 128596865)
    • (1998) Management Science , vol.44 , Issue.2 , pp. 262-275
    • Balas, E.1    Vazacopoulos, A.2
  • 3
    • 0025531716 scopus 로고
    • Job-shop scheduling with multi-purpose machines
    • Bruker, P. and Schlie, R., 1990. Job-shop scheduling with multi-purpose machines. Computing, 45, 369-375.
    • (1990) Computing , vol.45 , pp. 369-375
    • Bruker, P.1    Schlie, R.2
  • 4
    • 34250084648 scopus 로고
    • Routing and scheduling in a flexible job shop by tabu search
    • Brandimarte, P., 1993. Routing and scheduling in a flexible job shop by tabu search. Annals of Operations Research, 22, 158-183.
    • (1993) Annals of Operations Research , vol.22 , pp. 158-183
    • Brandimarte, P.1
  • 5
    • 0042261208 scopus 로고    scopus 로고
    • An integrated approach for modeling and solving the general multiprocessor job-shop scheduling problem using tabu search
    • Dauzere-Peres, S. and Paulli, J., 1997. An integrated approach for modeling and solving the general multiprocessor job-shop scheduling problem using tabu search. Annals of Operations Research, 70, 281-306.
    • (1997) Annals of Operations Research , vol.70 , pp. 281-306
    • Dauzere-Peres, S.1    Paulli, J.2
  • 7
    • 51649093095 scopus 로고    scopus 로고
    • New local diversification techniques for flexible job shop scheduling problem with a multiagent approach
    • Ennigrou, M. and Ghedira, K., 2008. New local diversification techniques for flexible job shop scheduling problem with a multiagent approach. Autonomous Agents and Multi-Agent Systems, 17, 270-287.
    • (2008) Autonomous Agents and Multi-Agent Systems , vol.17 , pp. 270-287
    • Ennigrou, M.1    Ghedira, K.2
  • 8
    • 18944371578 scopus 로고    scopus 로고
    • Using metaheuristic compromise programming for the solution of multiple-objective scheduling problems
    • DOI 10.1057/palgrave.jors.2601868
    • Gagné, C., Gravel, M., and Price, W.L., 2005. Using metaheuristic compromise programming for the solution of multipleobjective scheduling problems. Journal of the Operations Research Society, 56, 687-698. (Pubitemid 40703469)
    • (2005) Journal of the Operational Research Society , vol.56 , Issue.6 , pp. 687-698
    • Gagne, C.1    Gravel, M.2    Price, W.L.3
  • 9
    • 84886901612 scopus 로고    scopus 로고
    • Solving flexible job shop scheduling problem using general particle swarm optimisation
    • 20-23 June 2006, Taipei, Taiwan IEEE Computer Society Press
    • Gao, L., et al., 2006, Solving flexible job shop scheduling problem using general particle swarm optimisation. Proceedings of the 36th CIE conference on computers and industrial engineering, 20-23 June 2006, Taipei, Taiwan, IEEE Computer Society Press, 3018-3027.
    • (2006) Proceedings of the 36th CIE Conference on Computers and Industrial Engineering , pp. 3018-3027
    • Gao, L.1
  • 11
    • 77952236220 scopus 로고    scopus 로고
    • Randomised variable neighbourhood search for multi objective optimisation
    • 4-5 November 2004 Nottingham, UK, University of Nottingham
    • Geiger, M.J., 2004. Randomised variable neighbourhood search for multi objective optimisation. Proceedings of EU/ME workshop: Design and evaluation of advanced hybrid meta-heuristics, 4-5 November 2004, Nottingham, UK, University of Nottingham, 34-42.
    • (2004) Proceedings of EU/ME Workshop: Design and evaluation of Advanced Hybrid Meta-Heuristics , pp. 34-42
    • Geiger, M.J.1
  • 12
    • 33751418065 scopus 로고    scopus 로고
    • An effective architecture for learning and evolving flexible job-shop schedules
    • DOI 10.1016/j.ejor.2006.04.007, PII S0377221706002219
    • Ho, N.B., Tay, J.C., and Lai, E.M.K., 2007. An effective architecture for learning and evolving flexible job-shop schedules. European Journal of Operational Research, 179, 316-333. (Pubitemid 44821629)
    • (2007) European Journal of Operational Research , vol.179 , Issue.2 , pp. 316-333
    • Ho, N.B.1    Tay, J.C.2    Lai, E.M.-K.3
  • 13
    • 50649083283 scopus 로고    scopus 로고
    • Solving multiple-objective flexible job shop problems by evolution and local search
    • Ho, N.B. and Tay, J.C., 2008. Solving multiple-objective flexible job shop problems by evolution and local search. IEEE Transactions on Systems Man and Cybernetics. Part C, 38, 674-685.
    • (2008) IEEE Transactions on Systems Man and Cybernetics. Part , vol.C , Issue.38 , pp. 674-685
    • Ho, N.B.1    Tay, J.C.2
  • 14
    • 0000062615 scopus 로고
    • Tabu search for the job shop scheduling problem with multi-purpose machines
    • Hurink, E., Jurisch, B., and Thole, M., 1994. Tabu search for the job shop scheduling problem with multi-purpose machines. Operations Research Spektrum, 15, 205-215.
    • (1994) Operations Research Spektrum , vol.15 , pp. 205-215
    • Hurink, E.1    Jurisch, B.2    Thole, M.3
  • 15
    • 0037201140 scopus 로고    scopus 로고
    • Pareto-optimality approach for flexible job-shop scheduling problems: Hybridisation of evolutionary algorithms and fuzzy logic
    • Kacem, I., Hammadi, S., and Borne, P., 2002a. Pareto-optimality approach for flexible job-shop scheduling problems: hybridisation of evolutionary algorithms and fuzzy logic. Mathematics and Computers in Simulation, 60, 245-276.
    • (2002) Mathematics and Computers in Simulation , vol.60 , pp. 245-276
    • Kacem, I.1    Hammadi, S.2    Borne, P.3
  • 16
    • 0036464279 scopus 로고    scopus 로고
    • Approach by localisation and multi-objective evolutionary optimisation for flexible job-shop scheduling problems
    • Kacem, I., Hammadi, S., and Borne, P., 2002b. Approach by localisation and multi-objective evolutionary optimisation for flexible job-shop scheduling problems. IEEE Transactions on Systems Man and Cybernetics, Part C, 32, 408-419.
    • (2002) IEEE Transactions on Systems Man and Cybernetics, Part , vol.C , Issue.32 , pp. 408-419
    • Kacem, I.1    Hammadi, S.2    Borne, P.3
  • 17
    • 77951099246 scopus 로고    scopus 로고
    • A genetic algorithm for flexible job shop scheduling with fuzzy processing time
    • Lei, D.M., 2010. A genetic algorithm for flexible job shop scheduling with fuzzy processing time. International Journal of Production Research, 48, 2995-3013.
    • (2010) International Journal of Production Research , vol.48 , pp. 2995-3013
    • Lei, D.M.1
  • 18
    • 78049356373 scopus 로고    scopus 로고
    • An effective hybrid tabu search algorithm for multi-objective flexible job shop scheduling problems
    • Li, J.Q., Pan, Q.K., and Liang, Y.C., 2010. An effective hybrid tabu search algorithm for multi-objective flexible job shop scheduling problems. Computers & Industrial Engineering, 59, 647-662.
    • (2010) Computers & Industrial Engineering , Issue.59 , pp. 647-662
    • Li, J.Q.1    Pan, Q.K.2    Liang, Y.C.3
  • 19
    • 79751528806 scopus 로고    scopus 로고
    • A hybrid tabu search algorithm with an efficient neighbourhood structure for the flexible job shop scheduling problem
    • Li, J.Q., et al., 2011. A hybrid tabu search algorithm with an efficient neighbourhood structure for the flexible job shop scheduling problem. International Journal of Advanced Manufacturing Technology, 52, 683-697.
    • (2011) International Journal of Advanced Manufacturing Technology , vol.52 , pp. 683-697
    • Li, J.Q.1
  • 20
    • 58549115678 scopus 로고    scopus 로고
    • A novel differential evolution algorithm for bi-criteria no-wait flow shop scheduling problems
    • Pan, Q.K., Wang, L., and Qian, B., 2009. A novel differential evolution algorithm for bi-criteria no-wait flow shop scheduling problems. Computers & Operations Research, 36, 2498-2511.
    • (2009) Computers & Operations Research , vol.36 , pp. 2498-2511
    • Pan, Q.K.1    Wang, L.2    Qian, B.3
  • 21
    • 79953031480 scopus 로고    scopus 로고
    • A discrete artificial bee colony algorithm for the lot-streaming flow shop scheduling problem
    • Pan, Q.K., et al., 2011a. A discrete artificial bee colony algorithm for the lot-streaming flow shop scheduling problem. Information Sciences, 181, 2455-2468.
    • (2011) Information Sciences , vol.181 , pp. 2455-2468
    • Pan, Q.K.1
  • 22
    • 78049448559 scopus 로고    scopus 로고
    • A differential evolution algorithm with self-adapting strategy and control parameters
    • Pan, Q.K., et al., 2011b. A differential evolution algorithm with self-adapting strategy and control parameters. Computers & Operations Research, 38, 394-408.
    • (2011) Computers & Operations Research , vol.38 , pp. 394-408
    • Pan, Q.K.1
  • 23
    • 40249118429 scopus 로고    scopus 로고
    • A genetic algorithm for the Flexible Job-shop Scheduling Problem
    • DOI 10.1016/j.cor.2007.02.014, PII S0305054807000524
    • Pezzella, F., Morganti, G., and Ciaschetti, G., 2008. A genetic algorithm for the flexible job-shop scheduling problem. Computers & Operations Research, 35, 3202-3212. (Pubitemid 351335142)
    • (2008) Computers and Operations Research , vol.35 , Issue.10 , pp. 3202-3212
    • Pezzella, F.1    Morganti, G.2    Ciaschetti, G.3
  • 24
    • 0002577337 scopus 로고    scopus 로고
    • Effective neighbourhood functions for the flexible job shop problem
    • Mastrolilli, M. and Gambardella, L.M., 2000. Effective neighbourhood functions for the flexible job shop problem. Journal of Scheduling, 3, 3-20.
    • (2000) Journal of Scheduling , vol.3 , pp. 3-20
    • Mastrolilli, M.1    Gambardella, L.M.2
  • 25
    • 0141636338 scopus 로고    scopus 로고
    • The complexity of two-job shop problems with multi-purpose unrelated machines
    • Mati, Y. and Xie, X., 2004. The complexity of two-job shop problems with multi-purpose unrelated machines. European Journal of Operational Research, 152, 159-169.
    • (2004) European Journal of Operational Research , vol.152 , pp. 159-169
    • Mati, Y.1    Xie, X.2
  • 27
    • 40849098601 scopus 로고    scopus 로고
    • Genetic algorithms for job shop scheduling problems with alternative routings
    • DOI 10.1080/00207540701244820, PII 778046687
    • Moon, I., Lee, S., and Bae, H., 2008. Genetic algorithms for job shop scheduling problems with alternative routings. International Journal of Production Research, 46, 2695-2705. (Pubitemid 351394248)
    • (2008) International Journal of Production Research , vol.46 , Issue.10 , pp. 2695-2705
    • Moon, I.1    Lee, S.2    Bae, H.3
  • 28
    • 84869507165 scopus 로고    scopus 로고
    • Multi-objective graph clustering with variable neighbourhood descent. Thesis (masters
    • Computer Science, University of British Columbia
    • Naverniouk, I., 2005. Multi-objective graph clustering with variable neighbourhood descent. Thesis (Masters), Faculty of Graduate Studies, Computer Science, University of British Columbia.
    • (2005) Faculty of Graduate Studies
    • Naverniouk, I.1
  • 29
    • 79551649325 scopus 로고    scopus 로고
    • A GRASP algorithm for flexible job-shop scheduling problem with limited resource constraints
    • Rajkumara, M., et al., 2011. A GRASP algorithm for flexible job-shop scheduling problem with limited resource constraints. International Journal of Production Research, 49, 2409-2423.
    • (2011) International Journal of Production Research , vol.49 , pp. 2409-2423
    • Rajkumara, M.1
  • 30
    • 63649124111 scopus 로고    scopus 로고
    • A variable neighbourhood search for job shop scheduling with setup times to minimise makespan
    • Roshanaei, V., et al., 2009. A variable neighbourhood search for job shop scheduling with setup times to minimise makespan. Future Generation Computer Systems, 25, 654-661.
    • (2009) Future Generation Computer Systems , vol.25 , pp. 654-661
    • Roshanaei, V.1
  • 32
    • 24644462165 scopus 로고    scopus 로고
    • New multiobjective metaheuristic solution procedures for capital investment planning
    • DOI 10.1007/s10732-005-0970-4
    • Stummer, C. and Sun, M., 2005. New multi-objective metaheuristic solution procedures for capital investment planning. Journal of Heuristics, 11, 183-199. (Pubitemid 41271345)
    • (2005) Journal of Heuristics , vol.11 , Issue.3 , pp. 183-199
    • Stummer, C.1    Sun, M.2
  • 33
    • 14044268702 scopus 로고    scopus 로고
    • An effective hybrid optimisation approach for multi-objective flexible job-shop scheduling problems
    • Xia, W.J. and Wu, Z.M., 2005. An effective hybrid optimisation approach for multi-objective flexible job-shop scheduling problems. Computers & Industrial Engineering, 48, 409-425.
    • (2005) Computers & Industrial Engineering , vol.48 , pp. 409-425
    • Xia, W.J.1    Wu, Z.M.2
  • 34
    • 53749102032 scopus 로고    scopus 로고
    • Multi-objective flexible job shop schedule: Design and evaluation by simulation modeling
    • Xing, L.N., Chen, Y.W., and Yang, K.W., 2009a. Multi-objective flexible job shop schedule: Design and evaluation by simulation modeling. Applied Soft Computing, 9, 362-376.
    • (2009) Applied Soft Computing , vol.9 , pp. 362-376
    • Xing, L.N.1    Chen, Y.W.2    Yang, K.W.3
  • 35
    • 67349126259 scopus 로고    scopus 로고
    • An efficient search method for multi-objective flexible job shop scheduling problems
    • Xing, L.N., Chen, Y.W., and Yang, K.W., 2009b. An efficient search method for multi-objective flexible job shop scheduling problems. Journal of Intelligent Manufacturing, 20, 283-293.
    • (2009) Journal of Intelligent Manufacturing , vol.20 , pp. 283-293
    • Xing, L.N.1    Chen, Y.W.2    Yang, K.W.3
  • 36
    • 77649234984 scopus 로고    scopus 로고
    • A knowledge-based ant colony optimisation for flexible job shop scheduling problems
    • Xing, L.N., et al., 2010. A knowledge-based ant colony optimisation for flexible job shop scheduling problems. Applied Soft Computing, 10, 888-896.
    • (2010) Applied Soft Computing , Issue.10 , pp. 888-896
    • Xing, L.N.1
  • 37
    • 70349581723 scopus 로고    scopus 로고
    • Flexible job-shop scheduling with parallel variable neighbourhood search algorithm
    • Yazdani, M., Amiri, M., and Zandieh, M., 2010. Flexible job-shop scheduling with parallel variable neighbourhood search algorithm. Expert Systems with Applications, 37, 678-687.
    • (2010) Expert Systems with Applications , vol.37 , pp. 678-687
    • Yazdani, M.1    Amiri, M.2    Zandieh, M.3
  • 38
    • 77951119710 scopus 로고    scopus 로고
    • Dynamic job shop scheduling using variable neighbourhood search
    • Zandieh, M. and Adibi, M.A., 2010. Dynamic job shop scheduling using variable neighbourhood search. International Journal of Production Research, 48, 2449-2458.
    • (2010) International Journal of Production Research , vol.48 , pp. 2449-2458
    • Zandieh, M.1    Adibi, M.A.2
  • 39
    • 34047181443 scopus 로고    scopus 로고
    • A tabu search algorithm with a new neighbourhood structure for the job shop scheduling problem
    • Zhang, C.Y., et al., 2007. A tabu search algorithm with a new neighbourhood structure for the job shop scheduling problem. Computers & Operations Research, 34, 3229-3242.
    • (2007) Computers & Operations Research , vol.34 , pp. 3229-3242
    • Zhang, C.Y.1
  • 40
    • 67349174559 scopus 로고    scopus 로고
    • An effective hybrid swarm optimisation algorithm for multi-objective flexible job-shop scheduling problem
    • Zhang, G.H., et al., 2009. An effective hybrid swarm optimisation algorithm for multi-objective flexible job-shop scheduling problem. Computers & Industrial Engineering, 56, 1309-1318.
    • (2009) Computers & Industrial Engineering , vol.56 , pp. 1309-1318
    • Zhang, G.H.1
  • 41
    • 70449637498 scopus 로고    scopus 로고
    • Performance of an ant colony optimisation algorithm in dynamic job shop scheduling problems
    • Zhou, R., Nee, A.Y.C., and Lee, H.P., 2009. Performance of an ant colony optimisation algorithm in dynamic job shop scheduling problems. International Journal of Production Research, 47, 2903-2920.
    • (2009) International Journal of Production Research , vol.47 , pp. 2903-2920
    • Zhou, R.1    Nee, A.Y.C.2    Lee, H.P.3


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