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Volumn 50, Issue 10, 2012, Pages 2570-2591

Comparisons of bi-objective genetic algorithms for hybrid flowshop scheduling with sequence-dependent setup times

Author keywords

Bi objective hybrid flowshop scheduling; Crowding distance; Genetic algorithm; TOPSIS; Weighted sum

Indexed keywords


EID: 85015526598     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207543.2010.543178     Document Type: Article
Times cited : (11)

References (41)
  • 1
    • 13544262325 scopus 로고    scopus 로고
    • Genetic local search for multi-objective flow shop scheduling problems
    • Arroyo, J.E.C. and Armentano, V.A., 2005. Genetic local search for multi-objective flow shop scheduling problems. European Journal of Operational Research, 167 (3), 717-738.
    • (2005) European Journal of Operational Research , vol.167 , Issue.3 , pp. 717-738
    • Arroyo, J.E.C.1    Armentano, V.A.2
  • 3
    • 67349094635 scopus 로고    scopus 로고
    • A multi-phase covering Pareto-optimal front method to multi-objective scheduling in a realistic hybrid flowshop using a hybrid metaheuristic
    • Behnamian, J., Fatemi Ghomi, S.M.T., and Zandieh, M., 2009. A multi-phase covering Pareto-optimal front method to multi-objective scheduling in a realistic hybrid flowshop using a hybrid metaheuristic. Expert Systems with Applications, 36 (8), 11057-11069.
    • (2009) Expert Systems with Applications , vol.36 , Issue.8 , pp. 11057-11069
    • Behnamian, J.1    Fatemi Ghomi, S.M.T.2    Zandieh, M.3
  • 4
    • 56349119327 scopus 로고    scopus 로고
    • A new heuristic for the flowshop scheduling problem to minimize makespan and maximum tardiness
    • Braglia, M. and Grassi, A., 2009. A new heuristic for the flowshop scheduling problem to minimize makespan and maximum tardiness. International Journal of Production Research, 47 (1), 273-288.
    • (2009) International Journal of Production Research , vol.47 , Issue.1 , pp. 273-288
    • Braglia, M.1    Grassi, A.2
  • 5
    • 24144460572 scopus 로고    scopus 로고
    • Two-phase sub population genetic algorithm for parallel machine-scheduling problem
    • Chang, P.-C., Chen, S.H., and Lin, K.L., 2005. Two-phase sub population genetic algorithm for parallel machine-scheduling problem. Expert Systems with Applications, 29 (3), 705-712.
    • (2005) Expert Systems with Applications , vol.29 , Issue.3 , pp. 705-712
    • Chang, P.-C.1    Chen, S.H.2    Lin, K.L.3
  • 6
    • 33750351559 scopus 로고    scopus 로고
    • A global archive sub-population genetic algorithm with adaptive strategy in multi-objective parallel-machine scheduling problem
    • Berlin: Springer, [Proceedings of the second international conference on advances in natural computation, ICNC 2006 part I, 24-28 September Xi’an, China]
    • Chang, P.-C., Chen, S.-H. and Hsieh, J.-C., 2006. A global archive sub-population genetic algorithm with adaptive strategy in multi-objective parallel-machine scheduling problem. In: Advances in natural computation (LNCS) 4221/2006. Berlin: Springer, 730-739. [Proceedings of the second international conference on advances in natural computation, ICNC 2006 part I, 24-28 September Xi’an, China].
    • (2006) Advances in Natural Computation (LNCS) 4221/2006 , pp. 730-739
    • Chang, P.-C.1    Chen, S.-H.2    Hsieh, J.-C.3
  • 7
    • 0037410718 scopus 로고    scopus 로고
    • A multi-population genetic algorithm to solve multi-objective scheduling problems for parallel machines
    • Cochran, J.K., Horng, S., and Fowler, J.W., 2003. A multi-population genetic algorithm to solve multi-objective scheduling problems for parallel machines. Computers and Operations Research, 30 (7), 1087-1102.
    • (2003) Computers and Operations Research , vol.30 , Issue.7 , pp. 1087-1102
    • Cochran, J.K.1    Horng, S.2    Fowler, J.W.3
  • 9
    • 0005871804 scopus 로고    scopus 로고
    • PESA-II: Region-based selection in evolutionary multiobjective optimization
    • San Francisco, CA: Morgan Kaufmann
    • Corne, D.W., et al., 2001. PESA-II: region-based selection in evolutionary multiobjective optimization. In: Proceedings of the genetic and evolutionary computation conference, (GECCO-2001). San Francisco, CA: Morgan Kaufmann, 283-290.
    • (2001) Proceedings of the Genetic and Evolutionary Computation Conference, (GECCO-2001) , pp. 283-290
    • Corne, D.W.1
  • 10
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multi-objective genetic algorithm: NSGA II
    • Deb, K., et al., 2002. A fast and elitist multi-objective genetic algorithm: NSGA II. IEEE Transaction on Evolutionary Computation, 6 (2), 182-197.
    • (2002) IEEE Transaction on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1
  • 11
    • 0017240964 scopus 로고
    • A dual algorithm for the one-machine scheduling problem
    • Fisher, M.L., 1976. A dual algorithm for the one-machine scheduling problem. Mathematical Programming, 11 (1), 229-251.
    • (1976) Mathematical Programming , vol.11 , Issue.1 , pp. 229-251
    • Fisher, M.L.1
  • 12
    • 0001953837 scopus 로고
    • Genetic algorithms for multi-objective optimization: Formulation, discussion and generalization
    • July 1993. San Mateo, CA: Morgan Kaufmann
    • Fonseca, C.M. and Fleming, P.J., 1993. Genetic algorithms for multi-objective optimization: formulation, discussion and generalization. In: Proceedings of the fifth international conference on genetic algorithms, July 1993. San Mateo, CA: Morgan Kaufmann, 416-423.
    • (1993) Proceedings of the Fifth International Conference on Genetic Algorithms , pp. 416-423
    • Fonseca, C.M.1    Fleming, P.J.2
  • 15
    • 0028585530 scopus 로고
    • A niched Pareto genetic algorithm for multi-objective optimization
    • Computational Computation, 27-29 June 1994, Orlando, FL
    • Horn, J., Nafpliotis, N. and Goldberg, D.E., 1994. A niched Pareto genetic algorithm for multi-objective optimization. In: Proceedings of the 1st IEEE-ICEC conference, Computational Computation, 27-29 June 1994, Orlando, FL, Volume 1, 82-87.
    • (1994) Proceedings of the 1St IEEE-ICEC Conference , vol.1 , pp. 82-87
    • Horn, J.1    Nafpliotis, N.2    Goldberg, D.E.3
  • 16
    • 33750285102 scopus 로고    scopus 로고
    • Development of grid-partitioned objective space algorithm for flowshop scheduling with multiple objectives
    • 4-7 December 2005, Manilla, Philippines
    • Hsieh, J.C., 2005. Development of grid-partitioned objective space algorithm for flowshop scheduling with multiple objectives. In: Proceedings of the 6th Asia Pacific industrial engineering and management systems conference 2005, 4-7 December 2005, Manilla, Philippines.
    • (2005) Proceedings of the 6Th Asia Pacific Industrial Engineering and Management Systems Conference 2005
    • Hsieh, J.C.1
  • 18
    • 0032120699 scopus 로고    scopus 로고
    • A genetic algorithm for multiple objective sequencing problems in mixed model assembly lines
    • Hyun, C.J., Kim, Y., and Kim, Y.K., 1998. A genetic algorithm for multiple objective sequencing problems in mixed model assembly lines. Computers and Operations Research, 25 (7-8), 675-690.
    • (1998) Computers and Operations Research , vol.25 , Issue.7-8 , pp. 675-690
    • Hyun, C.J.1    Kim, Y.2    Kim, Y.K.3
  • 19
    • 0032141635 scopus 로고    scopus 로고
    • A multi-objective genetic local search algorithm and its application to flowshop scheduling
    • Ishibuchi, H. and Murata, T., 1998. A multi-objective genetic local search algorithm and its application to flowshop scheduling. IEEE Transaction on Systems and Manufacturing Cybernetics, 28 (3), 392-403.
    • (1998) IEEE Transaction on Systems and Manufacturing Cybernetics , vol.28 , Issue.3 , pp. 392-403
    • Ishibuchi, H.1    Murata, T.2
  • 20
    • 42449153783 scopus 로고    scopus 로고
    • Algorithms for flexible flow shop problems with unrelated parallel machines, setup times, and dual criteria
    • Jungwattanakit, J., et al., 2007. Algorithms for flexible flow shop problems with unrelated parallel machines, setup times, and dual criteria. International Journal of Advanced Manufacturing Technology, 37 (3-4), 354-370.
    • (2007) International Journal of Advanced Manufacturing Technology , vol.37 , Issue.3-4 , pp. 354-370
    • Jungwattanakit, J.1
  • 21
    • 84901404865 scopus 로고    scopus 로고
    • The Pareto archived evolution strategy: A new baseline algorithm for multiobjective optimization
    • 6-9 July, Washington, DC. Washington, DC: IEEE Service Center
    • Knowles, J.D. and Corne, D.W., 1999. The Pareto archived evolution strategy: a new baseline algorithm for multiobjective optimization. In: Proceedings of the 1999 congress on evolutionary computation, 6-9 July, Washington, DC. Washington, DC: IEEE Service Center, 98-105.
    • (1999) Proceedings of the 1999 Congress on Evolutionary Computation , pp. 98-105
    • Knowles, J.D.1    Corne, D.W.2
  • 22
    • 0035841877 scopus 로고    scopus 로고
    • Heuristic scheduling of parallel machines with sequence-dependent set-up times
    • Kurz, M.E. and Askin, R.G., 2001. Heuristic scheduling of parallel machines with sequence-dependent set-up times. International Journal of Production Research, 39 (16), 3747-3769.
    • (2001) International Journal of Production Research , vol.39 , Issue.16 , pp. 3747-3769
    • Kurz, M.E.1    Askin, R.G.2
  • 23
    • 0030241820 scopus 로고    scopus 로고
    • Multi-objective genetic algorithm and its applications to flowshop scheduling
    • Murata, T., Ishibuchi, H., and Tanaka, H., 1996. Multi-objective genetic algorithm and its applications to flowshop scheduling. Computers and Industrial Engineering, 30 (4), 957-968.
    • (1996) Computers and Industrial Engineering , vol.30 , Issue.4 , pp. 957-968
    • Murata, T.1    Ishibuchi, H.2    Tanaka, H.3
  • 24
    • 63449107983 scopus 로고    scopus 로고
    • Scheduling hybrid flowshops with sequence dependent setup times to minimize makespan and maximum tardiness
    • Naderi, B., Zandieh, M., and Roshanaei, V., 2008. Scheduling hybrid flowshops with sequence dependent setup times to minimize makespan and maximum tardiness. International Journal of Advanced Manufacturing Technology, 41 (11-12), 1186-1198.
    • (2008) International Journal of Advanced Manufacturing Technology , vol.41 , Issue.11-12 , pp. 1186-1198
    • Naderi, B.1    Zandieh, M.2    Roshanaei, V.3
  • 27
    • 29344433807 scopus 로고    scopus 로고
    • A multi-objective genetic algorithm for scheduling in flowshops to minimize the makespan and total flow time of jobs
    • Pasupathy, T., Rajendran, C., and Suresh, R.K., 2007. A multi-objective genetic algorithm for scheduling in flowshops to minimize the makespan and total flow time of jobs. Intentional Journal of Advanced Manufacturing Technology, 27 (7-8), 804-815.
    • (2007) Intentional Journal of Advanced Manufacturing Technology , vol.27 , Issue.7-8 , pp. 804-815
    • Pasupathy, T.1    Rajendran, C.2    Suresh, R.K.3
  • 28
    • 33846799315 scopus 로고    scopus 로고
    • A multi-objective scatter search for a mixed-model assembly line sequencing problem
    • Rahimi-Vahed, A.R., et al., 2007. A multi-objective scatter search for a mixed-model assembly line sequencing problem. Advanced Engineering Informatics, 21 (1), 85-99.
    • (2007) Advanced Engineering Informatics , vol.21 , Issue.1 , pp. 85-99
    • Rahimi-Vahed, A.R.1
  • 29
    • 27144540137 scopus 로고    scopus 로고
    • A genetic algorithm for hybrid flowshops with sequence dependent setup times and machine eligibility
    • Ruiz, R. and Marato, C., 2006. A genetic algorithm for hybrid flowshops with sequence dependent setup times and machine eligibility. European Journal of Operational Research, 169 (3), 781-800.
    • (2006) European Journal of Operational Research , vol.169 , Issue.3 , pp. 781-800
    • Ruiz, R.1    Marato, C.2
  • 30
    • 6344219984 scopus 로고    scopus 로고
    • Using the FDH formulation of DEA to evaluate a multi-criteria problem in parallel machine scheduling
    • Ruiz-Torres, A.J. and Lopez, F.J., 2004. Using the FDH formulation of DEA to evaluate a multi-criteria problem in parallel machine scheduling. Computers & Industrial Engineering, 47 (2-3), 107-121.
    • (2004) Computers & Industrial Engineering , vol.47 , Issue.2-3 , pp. 107-121
    • Ruiz-Torres, A.J.1    Lopez, F.J.2
  • 31
    • 0000599395 scopus 로고
    • Multi-objective optimization with vector evaluated genetic algorithms
    • J. Grefenstette, ed., Hillsdale, New Jersey: Lawrence Erlbaum
    • Schaffer, J.D., 1985. Multi-objective optimization with vector evaluated genetic algorithms. In: J. Grefenstette, ed. Proceedings of the international conference on genetic algorithms and their applications, Hillsdale, New Jersey: Lawrence Erlbaum, 93-100.
    • (1985) Proceedings of the International Conference on Genetic Algorithms and Their Applications , pp. 93-100
    • Schaffer, J.D.1
  • 32
    • 0000852513 scopus 로고
    • Multi-objective function optimization using non-dominated sorting genetic algorithms
    • Srinivas, N. and Deb, K., 1995. Multi-objective function optimization using non-dominated sorting genetic algorithms. IEEE Transactions on Evolutionary Computation, 2 (3), 221-248.
    • (1995) IEEE Transactions on Evolutionary Computation , vol.2 , Issue.3 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 33
    • 0002755938 scopus 로고
    • Schedule optimization using genetic algorithms
    • L. Davis, ed., New York: Van Nostrand Reinhold
    • Syswerda, G., 1990. Schedule optimization using genetic algorithms. In: L. Davis, ed. Handbook of genetic algorithms. New York: Van Nostrand Reinhold, 332-349.
    • (1990) Handbook of Genetic Algorithms , pp. 332-349
    • Syswerda, G.1
  • 36
    • 34548237317 scopus 로고    scopus 로고
    • A hybrid multi-objective immune algorithm for a flowshop scheduling problem with bi-objectives: Weighted mean completion time and weighted mean tardiness
    • Tavakkoli-Moghaddam, R., Rahimi-Vahed, A.R., and Mirzaei, A.H., 2007b. A hybrid multi-objective immune algorithm for a flowshop scheduling problem with bi-objectives: weighted mean completion time and weighted mean tardiness. Information Sciences, 177 (22), 5072-5090.
    • (2007) Information Sciences , vol.177 , Issue.22 , pp. 5072-5090
    • Tavakkoli-Moghaddam, R.1    Rahimi-Vahed, A.R.2    Mirzaei, A.H.3
  • 38
    • 67349221528 scopus 로고    scopus 로고
    • Design of a genetic algorithm for bi-objective unrelated parallel machines scheduling with sequence-dependent setup times and precedence constraints
    • Tavakkoli-Moghaddam, R., et al., 2009. Design of a genetic algorithm for bi-objective unrelated parallel machines scheduling with sequence-dependent setup times and precedence constraints. Computers & Operations Research, 36 (12), 3224-3230.
    • (2009) Computers & Operations Research , vol.36 , Issue.12 , pp. 3224-3230
    • Tavakkoli-Moghaddam, R.1
  • 39
    • 33748321077 scopus 로고    scopus 로고
    • An immune algorithm approach to hybrid flowshops scheduling with sequence-dependent setup times
    • Zandieh, M., Fatemi Ghomi, S.M.T., and Moattar Husseini, S.M., 2006. An immune algorithm approach to hybrid flowshops scheduling with sequence-dependent setup times. Applied Mathematics and Computation, 180 (1), 111-127.
    • (2006) Applied Mathematics and Computation , vol.180 , Issue.1 , pp. 111-127
    • Zandieh, M.1    Fatemi Ghomi, S.M.T.2    Moattar Husseini, S.M.3
  • 40
    • 0033318858 scopus 로고    scopus 로고
    • Multi-objective evolutionary algorithm: A comparative case study and the strength Pareto approach
    • Zitzler, E. and Thiele, L., 1999. Multi-objective evolutionary algorithm: a comparative case study and the strength Pareto approach. IEEE Transactions on Evolutionary Computation, 3 (4), 251-257.
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 251-257
    • Zitzler, E.1    Thiele, L.2


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