메뉴 건너뛰기




Volumn 177, Issue 3, 2007, Pages 1930-1947

A particle swarm optimization algorithm for makespan and total flowtime minimization in the permutation flowshop sequencing problem

Author keywords

Makespan; Particle swarm optimization; Permutation flowshop; Scheduling; Total flowtime; Variable neighborhood search

Indexed keywords

ALGORITHMS; BENCHMARKING; HEURISTIC METHODS; OPTIMIZATION; PROBLEM SOLVING; SCHEDULING;

EID: 33751236810     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2005.12.024     Document Type: Article
Times cited : (531)

References (58)
  • 1
    • 0036778849 scopus 로고    scopus 로고
    • Optimal power flow using particle swarm optimization
    • Abido M.A. Optimal power flow using particle swarm optimization. Electrical Power and Energy Systems 24 (2002) 563-571
    • (2002) Electrical Power and Energy Systems , vol.24 , pp. 563-571
    • Abido, M.A.1
  • 3
    • 84952221975 scopus 로고
    • Minimizing the sum of completion times of n-jobs over M-machines in a flowshop - a branch and bound approach
    • Bansal S.P. Minimizing the sum of completion times of n-jobs over M-machines in a flowshop - a branch and bound approach. AIIE Transactions 9 (1977) 306-311
    • (1977) AIIE Transactions , vol.9 , pp. 306-311
    • Bansal, S.P.1
  • 4
    • 0001096735 scopus 로고
    • Genetic algorithm and random keys for sequencing and optimization
    • Bean J.C. Genetic algorithm and random keys for sequencing and optimization. ORSA Journal on Computing 6 2 (1994) 154-160
    • (1994) ORSA Journal on Computing , vol.6 , Issue.2 , pp. 154-160
    • Bean, J.C.1
  • 5
  • 6
    • 0014807274 scopus 로고
    • A heuristic algorithm for the n job, m machine sequencing problem
    • Campbell H.G., Dudek R.A., and Smith M.L. A heuristic algorithm for the n job, m machine sequencing problem. Management Science 16 10 (1970) B630-B637
    • (1970) Management Science , vol.16 , Issue.10
    • Campbell, H.G.1    Dudek, R.A.2    Smith, M.L.3
  • 7
    • 0017516618 scopus 로고
    • An evaluation of flow shop sequencing heuristics
    • Dannenbring D.G. An evaluation of flow shop sequencing heuristics. Management Science 23 11 (1977) 1174-1182
    • (1977) Management Science , vol.23 , Issue.11 , pp. 1174-1182
    • Dannenbring, D.G.1
  • 8
    • 0029517385 scopus 로고    scopus 로고
    • R.C. Eberhard, J. Kennedy, A new optimizer using particle swarm theory, in: Proceedings of the Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, 1995, pp. 39-43.
  • 9
    • 0037971131 scopus 로고    scopus 로고
    • An efficient constructive heuristic for flowtime minimisation in permutation flow shops
    • Framinan J.M., and Leisten R. An efficient constructive heuristic for flowtime minimisation in permutation flow shops. OMEGA 31 (2003) 311-317
    • (2003) OMEGA , vol.31 , pp. 311-317
    • Framinan, J.M.1    Leisten, R.2
  • 10
    • 0037120618 scopus 로고    scopus 로고
    • Efficient heuristics for flowshop sequencing with the objectives of makespan and flowtime minimisation
    • Framinan J.M., Leisten R., and Ruiz-Usano R. Efficient heuristics for flowshop sequencing with the objectives of makespan and flowtime minimisation. European Journal of Operational Research 141 (2002) 559-569
    • (2002) European Journal of Operational Research , vol.141 , pp. 559-569
    • Framinan, J.M.1    Leisten, R.2    Ruiz-Usano, R.3
  • 11
    • 7544243412 scopus 로고    scopus 로고
    • Comparison of heuristics for flowtime minimization in permutation flowshops
    • Framinan J.M., Leisten R., and Ruiz-Usano R. Comparison of heuristics for flowtime minimization in permutation flowshops. Computers and Operations Research 32 5 (2005) 1237-1254
    • (2005) Computers and Operations Research , vol.32 , Issue.5 , pp. 1237-1254
    • Framinan, J.M.1    Leisten, R.2    Ruiz-Usano, R.3
  • 14
    • 1942501670 scopus 로고    scopus 로고
    • A very fast tabu search algorithm for the permutation flowshop problem with makespan criterion
    • Grabowski J., and Wodecki M. A very fast tabu search algorithm for the permutation flowshop problem with makespan criterion. Computers and Operations Research 31 11 (2004) 1891-1909
    • (2004) Computers and Operations Research , vol.31 , Issue.11 , pp. 1891-1909
    • Grabowski, J.1    Wodecki, M.2
  • 15
    • 0015316023 scopus 로고
    • Heuristic algorithms for multistage flowshop scheduling problem
    • Gupta J.N.D. Heuristic algorithms for multistage flowshop scheduling problem. AIIE Transactions 4 (1972) 11-18
    • (1972) AIIE Transactions , vol.4 , pp. 11-18
    • Gupta, J.N.D.1
  • 16
    • 0029264383 scopus 로고
    • Flowshop sequencing with mean flow time objective
    • Ho J.C. Flowshop sequencing with mean flow time objective. European Journal of Operational Research 81 (1995) 571-578
    • (1995) European Journal of Operational Research , vol.81 , pp. 571-578
    • Ho, J.C.1
  • 17
  • 18
    • 0000177367 scopus 로고
    • Application of the branch-and-bound technique to some flowshop scheduling problems
    • Ignall E., and Schrage L. Application of the branch-and-bound technique to some flowshop scheduling problems. Operations Research 13 (1965) 400-412
    • (1965) Operations Research , vol.13 , pp. 400-412
    • Ignall, E.1    Schrage, L.2
  • 19
    • 0003075019 scopus 로고
    • Optimal two-and three-stage production schedules
    • Johnson S.M. Optimal two-and three-stage production schedules. Naval Research Logistics Quarterly 1 (1954) 61-68
    • (1954) Naval Research Logistics Quarterly , vol.1 , pp. 61-68
    • Johnson, S.M.1
  • 20
    • 0029535737 scopus 로고    scopus 로고
    • J. Kennedy, R.C. Eberhard, Particle swarm optimization, in: Proceedings of IEEE International Conference on Neural Networks, Piscataway, NJ, USA, 1995, pp. 1942-1948.
  • 26
    • 0020699921 scopus 로고
    • A heuristic algorithm for the m-machine, n-job flow shop sequencing problem
    • Nawaz M., Enscore Jr. E.E., and Ham I. 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 Jr., E.E.2    Ham, I.3
  • 27
    • 0001204823 scopus 로고    scopus 로고
    • A fast tabu search algorithm for the permutation flowshop problem
    • Nowicki E., and Smutnicki C. A fast tabu search algorithm for the permutation flowshop problem. European Journal of Operational Research 91 (1996) 160-175
    • (1996) European Journal of Operational Research , vol.91 , pp. 160-175
    • Nowicki, E.1    Smutnicki, C.2
  • 28
    • 0025263381 scopus 로고
    • The application of the simulated annealing algorithm to the solution of the n/m/Cmax flowshop problem
    • Ogbu F., and Smith D. The application of the simulated annealing algorithm to the solution of the n/m/Cmax flowshop problem. Computers and Operations Research 17 3 (1990) 243-253
    • (1990) Computers and Operations Research , vol.17 , Issue.3 , pp. 243-253
    • Ogbu, F.1    Smith, D.2
  • 29
    • 1342287329 scopus 로고    scopus 로고
    • Optimal operating path for automated drilling operations by a new heuristic approach using particle swarm optimisation
    • Onwubolu G.C., and Clerc M. Optimal operating path for automated drilling operations by a new heuristic approach using particle swarm optimisation. International Journal of Production Research 42 3 (2004) 473-491
    • (2004) International Journal of Production Research , vol.42 , Issue.3 , pp. 473-491
    • Onwubolu, G.C.1    Clerc, M.2
  • 30
    • 38249025037 scopus 로고
    • Simulated annealing for permutation flow shop scheduling
    • Osman I., and Potts C. Simulated annealing for permutation flow shop scheduling. OMEGA 17 6 (1989) 551-557
    • (1989) OMEGA , vol.17 , Issue.6 , pp. 551-557
    • Osman, I.1    Potts, C.2
  • 31
    • 0001393583 scopus 로고
    • Sequencing jobs through a multistage process in the minimum total time: A quick method of obtaining a near-optimum
    • Palmer D.S. Sequencing jobs through a multistage process in the minimum total time: A quick method of obtaining a near-optimum. Operational Research Quarterly 16 (1965) 101-107
    • (1965) Operational Research Quarterly , vol.16 , pp. 101-107
    • Palmer, D.S.1
  • 32
    • 0027542699 scopus 로고
    • Heuristic algorithm for scheduling in a flowshop to minimize total flowtime
    • Rajendran C. Heuristic algorithm for scheduling in a flowshop to minimize total flowtime. International Journal of Production Economics 29 (1993) 65-73
    • (1993) International Journal of Production Economics , vol.29 , pp. 65-73
    • Rajendran, C.1
  • 33
    • 0001040519 scopus 로고
    • A heuristics for scheduling in flowshop and flowline-based manufacturing cell with multi-criteria
    • Rajendran C. A heuristics for scheduling in flowshop and flowline-based manufacturing cell with multi-criteria. International Journal of Production Research 32 (1994) 2541-2558
    • (1994) International Journal of Production Research , vol.32 , pp. 2541-2558
    • Rajendran, C.1
  • 35
    • 0026925262 scopus 로고
    • An efficient heuristic approach to the scheduling of jobs in a flowshop
    • Rajendran C., and Chaudhuri D. An efficient heuristic approach to the scheduling of jobs in a flowshop. European Journal of Operational Research 61 (1991) 318-325
    • (1991) European Journal of Operational Research , vol.61 , pp. 318-325
    • Rajendran, C.1    Chaudhuri, D.2
  • 36
    • 0031275336 scopus 로고    scopus 로고
    • An efficient heuristic for scheduling in a flowshop to minimize total weighted flowtime of jobs
    • Rajendran C., and Ziegler H. An efficient heuristic for scheduling in a flowshop to minimize total weighted flowtime of jobs. European Journal of Operational Research 103 (1997) 129-138
    • (1997) European Journal of Operational Research , vol.103 , pp. 129-138
    • Rajendran, C.1    Ziegler, H.2
  • 37
    • 1642559633 scopus 로고    scopus 로고
    • Ant-colony algorithms for permutation flowshop scheduling to minimize makespan/total flowtime of jobs
    • Rajendran C., and Ziegler H. Ant-colony algorithms for permutation flowshop scheduling to minimize makespan/total flowtime of jobs. European Journal of Operational Research 155 2 (2004) 426-438
    • (2004) European Journal of Operational Research , vol.155 , Issue.2 , pp. 426-438
    • Rajendran, C.1    Ziegler, H.2
  • 38
    • 0027578685 scopus 로고
    • Improving the efficiency of tabu search for machine sequencing problem
    • Reeves C. Improving the efficiency of tabu search for machine sequencing problem. Journal of the Operational Research Society 44 4 (1993) 375-382
    • (1993) Journal of the Operational Research Society , vol.44 , Issue.4 , pp. 375-382
    • Reeves, C.1
  • 39
    • 0029224965 scopus 로고
    • A genetic algorithm for flowshop sequencing
    • Reeves C. 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.1
  • 40
    • 0032009313 scopus 로고    scopus 로고
    • Genetic algorithms, path relinking and the flowshop sequencing problem
    • Reeves C., and Yamada T. Genetic algorithms, path relinking and the flowshop sequencing problem. Evolutionary Computation 6 (1998) 45-60
    • (1998) Evolutionary Computation , vol.6 , pp. 45-60
    • Reeves, C.1    Yamada, T.2
  • 43
    • 84974856861 scopus 로고
    • On the development of a mixed integer linear programming model for the flowshop sequencing problem
    • Stafford E.F. On the development of a mixed integer linear programming model for the flowshop sequencing problem. Journal of Operational Research Society 39 (1988) 1163-1174
    • (1988) Journal of Operational Research Society , vol.39 , pp. 1163-1174
    • Stafford, E.F.1
  • 44
    • 33751224081 scopus 로고    scopus 로고
    • T. Stützle, Applying iterated local search to the permutation flowshop problem, Technical Report, AIDA-98-04, Darmstad University of Technology, Computer Science Department, Intellctics Group, Darmstad, Germany, 1998.
  • 46
    • 0025700701 scopus 로고
    • Some efficient heuristic methods for the flowshop sequencing problems
    • Taillard E. Some efficient heuristic methods for the flowshop sequencing problems. European Journal of Operational Research 47 (1990) 65-74
    • (1990) European Journal of Operational Research , vol.47 , pp. 65-74
    • Taillard, E.1
  • 48
    • 33751209700 scopus 로고    scopus 로고
    • A binary particle swarm optimization algorithm for lot sizing problem
    • Tasgetiren M.F., and Liang Y.-C. A binary particle swarm optimization algorithm for lot sizing problem. Journal of Economic and Social Research 5 2 (2003) 1-20
    • (2003) Journal of Economic and Social Research , vol.5 , Issue.2 , pp. 1-20
    • Tasgetiren, M.F.1    Liang, Y.-C.2
  • 49
    • 33751247837 scopus 로고    scopus 로고
    • M.F. Tasgetiren, Y.-C. Liang, M. Sevkli, G. Gencyilmaz, Particle swarm optimization algorithm for makespan and maximum lateness minimization in permutation flowshop sequencing problem, in: Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems (IMS2004), Sakarya, Turkey, 2004, pp. 431-441.
  • 50
    • 4344713798 scopus 로고    scopus 로고
    • M.F. Tasgetiren, M. Sevkli, Y.-C. Liang, G. Gencyilmaz, Particle swarm optimization algorithm for single machine total weighted tardiness problem, in: Proceedings of the 2004 Congress on Evolutionary Computation (CEC'04), Portland, Oregon, 2004, pp. 1412-1419.
  • 51
    • 47949089702 scopus 로고    scopus 로고
    • Particle swarm optimization algorithm for permutation flowshop sequencing problem
    • Springer-Verlag pp. 382-390
    • Tasgetiren M.F., Sevkli M., Liang Y.C., and Gencyilmaz G. Particle swarm optimization algorithm for permutation flowshop sequencing problem. Lecture Notes in Computer Science vol. 3172 (2004), Springer-Verlag pp. 382-390
    • (2004) Lecture Notes in Computer Science , vol.3172
    • Tasgetiren, M.F.1    Sevkli, M.2    Liang, Y.C.3    Gencyilmaz, G.4
  • 52
    • 0002345372 scopus 로고    scopus 로고
    • Cooperative learning in neural networks using particle swarm optimizers
    • Van den Bergh F., and Engelbecht A.P. Cooperative learning in neural networks using particle swarm optimizers. South African Computer Journal 26 (2000) 84-90
    • (2000) South African Computer Journal , vol.26 , pp. 84-90
    • Van den Bergh, F.1    Engelbecht, A.P.2
  • 54
    • 3543101895 scopus 로고    scopus 로고
    • Contrasting structured and random permutation flowshop scheduling problems: Search space topology and algorithm performance
    • Watson J.P., Barbulescu L., Whitley L.D., and Howe A.E. Contrasting structured and random permutation flowshop scheduling problems: Search space topology and algorithm performance. ORSA Journal of Computing 14 2 (2002) 98-123
    • (2002) ORSA Journal of Computing , vol.14 , Issue.2 , pp. 98-123
    • Watson, J.P.1    Barbulescu, L.2    Whitley, L.D.3    Howe, A.E.4
  • 55
    • 0032017163 scopus 로고    scopus 로고
    • A heuristic algorithm for mean flowtime objective in flowshop scheduling
    • Woo D.S., and Yim H.S. A heuristic algorithm for mean flowtime objective in flowshop scheduling. Computers and Operations Research 25 (1998) 175-182
    • (1998) Computers and Operations Research , vol.25 , pp. 175-182
    • Woo, D.S.1    Yim, H.S.2
  • 56
    • 0031650730 scopus 로고    scopus 로고
    • max permutation flowshop scheduling problem by genetic local search, in: Proceedings of 1998 IEEE International Conference on Evolutionary Computation, 1998, pp. 230-234.
  • 57
    • 33751235182 scopus 로고    scopus 로고
    • L.-W. Yeh, Optimal Procurement Policies for Multi-product Multi-supplier with Capacity Constraint and Price Discount, Master thesis, Department of Industrial Engineering and Management, Yuan Ze University, Taiwan, ROC, 2003.
  • 58
    • 0034430526 scopus 로고    scopus 로고
    • A particle swarm optimization for reactive power and voltage control considering voltage security assessment
    • Yoshida H., Kawata K., Fukuyama Y., and Nakanishi Y. A particle swarm optimization for reactive power and voltage control considering voltage security assessment. IEEE Transactions on Power Systems 15 (2000) 1232-1239
    • (2000) IEEE Transactions on Power Systems , vol.15 , pp. 1232-1239
    • Yoshida, H.1    Kawata, K.2    Fukuyama, Y.3    Nakanishi, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.