메뉴 건너뛰기




Volumn 4, Issue 1, 2008, Pages 72-101

Non-identical parallel-machine scheduling using genetic algorithm and fuzzy logic approach

Author keywords

Earliness; Fuzzy logic; GA; Genetic Algorithm; Non identical; Parallel machine scheduling; Sequence dependent; Tardiness

Indexed keywords


EID: 39149134351     PISSN: 17442370     EISSN: 17442389     Source Type: Journal    
DOI: 10.1504/IJSOM.2008.015941     Document Type: Article
Times cited : (22)

References (37)
  • 2
    • 13844256873 scopus 로고    scopus 로고
    • Heuristic scheduling of jobs on parallel batch machines with incompatible job families and unequal ready times
    • Balasubramaniam, H., Monch, L., Fowler, J. and Pfund, M. (2005) 'Heuristic scheduling of jobs on parallel batch machines with incompatible job families and unequal ready times', International Journal of Production Research, Vol. 32, No. 11, pp.2731-2750.
    • (2005) International Journal of Production Research , vol.32 , Issue.11 , pp. 2731-2750
    • Balasubramaniam, H.1    Monch, L.2    Fowler, J.3    Pfund, M.4
  • 3
    • 0346636333 scopus 로고
    • Decision making in a fuzzy environment
    • Bellman, R.E. and Zadeh, L.A. (1970) 'Decision making in a fuzzy environment', Management Sciences, Vol. 17, No. 4, pp.141-164.
    • (1970) Management Sciences , vol.17 , Issue.4 , pp. 141-164
    • Bellman, R.E.1    Zadeh, L.A.2
  • 4
    • 0347092029 scopus 로고    scopus 로고
    • A tabu search algorithm for parallel machine total tardiness problems
    • Bilge, U., Kirac, F., Kurtulan, M. and Pekgon, P. (2004) 'A tabu search algorithm for parallel machine total tardiness problems', Computers and Operations Research, Vol. 31, No. 3, pp.397-414.
    • (2004) Computers and Operations Research , vol.31 , Issue.3 , pp. 397-414
    • Bilge, U.1    Kirac, F.2    Kurtulan, M.3    Pekgon, P.4
  • 5
    • 0028445470 scopus 로고
    • Parallel machine scheduling problems with earliness and tardiness penalties
    • Cheng, T.C.E. and Chen, Z.L. (1994) 'Parallel machine scheduling problems with earliness and tardiness penalties', Journal of the Operational Research Society, Vol. 45, No. 6, pp.685-695.
    • (1994) Journal of the Operational Research Society , vol.45 , Issue.6 , pp. 685-695
    • Cheng, T.C.E.1    Chen, Z.L.2
  • 6
    • 0042311378 scopus 로고    scopus 로고
    • Scheduling unrelated parallel machines to minimize total weighted tardiness
    • Ching-Fang, L., Yang-Kuei, L., Chun-Yuan, C. and Mingchin, C. (2003) 'Scheduling unrelated parallel machines to minimize total weighted tardiness', Computers and Operations Research, Vol. 30, No. 12, pp.1777-1789.
    • (2003) Computers and Operations Research , vol.30 , Issue.12 , pp. 1777-1789
    • Ching-Fang, L.1    Yang-Kuei, L.2    Chun-Yuan, C.3    Mingchin, C.4
  • 7
    • 34047181001 scopus 로고    scopus 로고
    • Davide, A. and Massimo, P. (2006) 'Parallel machine total tardiness scheduling with a new hybrid metaheuristic approach', Computers and Operations Research (Article in Press, corrected proof, available online 13 March 2006).
    • Davide, A. and Massimo, P. (2006) 'Parallel machine total tardiness scheduling with a new hybrid metaheuristic approach', Computers and Operations Research (Article in Press, corrected proof, available online 13 March 2006).
  • 8
    • 0003849948 scopus 로고
    • Davis, L, Ed, New York, NY: Van Nostrand Reinhold
    • Davis, L. (Ed.) (1991) 'Handbook of Genetic Algorithms', New York, NY: Van Nostrand Reinhold.
    • (1991) Handbook of Genetic Algorithms
  • 9
    • 0021297957 scopus 로고
    • Assigning looms in a textile weaving operation with changeover limitations
    • Dearing, P.M. and Anderson, R.A. (1984) 'Assigning looms in a textile weaving operation with changeover limitations', Production and Inventory Management, Vol. 25, No. 1, pp.23-31.
    • (1984) Production and Inventory Management , vol.25 , Issue.1 , pp. 23-31
    • Dearing, P.M.1    Anderson, R.A.2
  • 10
    • 0023531467 scopus 로고
    • Scheduling to a common due date on parallel uniform processors
    • Emmons, H. (1987) 'Scheduling to a common due date on parallel uniform processors', Naval Research Logistics, Vol. 34, No. 7, pp.803-810.
    • (1987) Naval Research Logistics , vol.34 , Issue.7 , pp. 803-810
    • Emmons, H.1
  • 11
    • 0037290972 scopus 로고    scopus 로고
    • Single-machine scheduling for minimizing earliness and tardiness penalties by meta-heuristic approaches
    • Feldman, M. and Biskup, D. (2003) 'Single-machine scheduling for minimizing earliness and tardiness penalties by meta-heuristic approaches', Computers and Industrial Engineering, Vol. 44, No. 2, pp.307-323.
    • (2003) Computers and Industrial Engineering , vol.44 , Issue.2 , pp. 307-323
    • Feldman, M.1    Biskup, D.2
  • 12
    • 0030170363 scopus 로고    scopus 로고
    • A tabu search heuristic for the multiprocessor scheduling problem with sequence dependent setup times
    • Franca, P.M., Gendreau, M., Laporte, G. and Muller, F.M. (1996) 'A tabu search heuristic for the multiprocessor scheduling problem with sequence dependent setup times', International Journal of Production Economics Vol. 43, Nos. 2-3, pp.79-89.
    • (1996) International Journal of Production Economics , vol.43 , Issue.2-3 , pp. 79-89
    • Franca, P.M.1    Gendreau, M.2    Laporte, G.3    Muller, F.M.4
  • 13
    • 0033166361 scopus 로고    scopus 로고
    • Parallel machine scheduling with earliness and tardiness penalties
    • Funda, S-S. and Giindiiz, U. (1999) 'Parallel machine scheduling with earliness and tardiness penalties', Computers and Operations Research Vol. 26, No. 8, pp.773-787.
    • (1999) Computers and Operations Research , vol.26 , Issue.8 , pp. 773-787
    • Funda, S.-S.1    Giindiiz, U.2
  • 14
    • 39149099576 scopus 로고    scopus 로고
    • Furkan, K. and Umit, B. (2002) A report on 'Genetic Algorithm Approach to Parallel Machine Total Tardiness Problem', Department of Industrial Engineering, Bogazici University, Bebak, Istanbul, Turkey.
    • Furkan, K. and Umit, B. (2002) A report on 'Genetic Algorithm Approach to Parallel Machine Total Tardiness Problem', Department of Industrial Engineering, Bogazici University, Bebak, Istanbul, Turkey.
  • 15
    • 0024010206 scopus 로고
    • One-processor scheduling with symmetric earliness and tardiness penalties
    • Garey, M.R., Tarjan, R.E. and Wilfong, G.T. (1988) 'One-processor scheduling with symmetric earliness and tardiness penalties', Mathematics of Operations Research, Vol. 13, No. 7, pp.330-348.
    • (1988) Mathematics of Operations Research , vol.13 , Issue.7 , pp. 330-348
    • Garey, M.R.1    Tarjan, R.E.2    Wilfong, G.T.3
  • 16
    • 0002393136 scopus 로고
    • Single and multiprocessor models for minimizing completion time variance
    • Hall, N.G. (1986) 'Single and multiprocessor models for minimizing completion time variance', Naval Research Logistics, Vol. 33, No. 1, pp.49-54.
    • (1986) Naval Research Logistics , vol.33 , Issue.1 , pp. 49-54
    • Hall, N.G.1
  • 19
    • 1442334778 scopus 로고    scopus 로고
    • A fuzzy goal programming approach for vendor selection problem in a supply chain
    • Manoj, K. and Prem, V.S.R. (2003) 'A fuzzy goal programming approach for vendor selection problem in a supply chain', Computers and Industrial Engineering, Vol. 46, No. 1, pp.69-85.
    • (2003) Computers and Industrial Engineering , vol.46 , Issue.1 , pp. 69-85
    • Manoj, K.1    Prem, V.S.R.2
  • 20
    • 39149084804 scopus 로고
    • On the complexity of scheduling with batch setup times
    • Monma, C. and Potts, C.N. (1989) 'On the complexity of scheduling with batch setup times', Operations Research, Vol. 35, No. 4, pp.177-191.
    • (1989) Operations Research , vol.35 , Issue.4 , pp. 177-191
    • Monma, C.1    Potts, C.N.2
  • 21
    • 0034826057 scopus 로고    scopus 로고
    • Minmax earliness-tardiness costs with unit processing times
    • Mosheiov, G. and Shadmon, M. (2001) 'Minmax earliness-tardiness costs with unit processing times', European Journal of Operations Research Vol. 130, No. 3, pp.638-652.
    • (2001) European Journal of Operations Research , vol.130 , Issue.3 , pp. 638-652
    • Mosheiov, G.1    Shadmon, M.2
  • 22
    • 0033079828 scopus 로고    scopus 로고
    • Early/ Tardy scheduling with sequence dependent setups on uniform parallel machines
    • Nagaraj Balakrishnan, J., Kanet, J. and Siddharan, S.V. (1999) 'Early/ Tardy scheduling with sequence dependent setups on uniform parallel machines', Computers and Operations Research, Vol. 26, No. 2, pp.127-141.
    • (1999) Computers and Operations Research , vol.26 , Issue.2 , pp. 127-141
    • Nagaraj Balakrishnan, J.1    Kanet, J.2    Siddharan, S.V.3
  • 23
    • 0029392131 scopus 로고
    • Scheduling jobs with proportionate early/tardy penalties
    • Rachamadugu, R. (1995) 'Scheduling jobs with proportionate early/tardy penalties', IIE Transactions, Vol. 27, No. 4, pp.679-682.
    • (1995) IIE Transactions , vol.27 , Issue.4 , pp. 679-682
    • Rachamadugu, R.1
  • 24
    • 0034631284 scopus 로고    scopus 로고
    • Simulated annealing for parallel machine scheduling with earliness-tardiness penalties and sequence-dependent set-up times
    • Radhakrishnan, S. and Ventura, J.A. (2000) 'Simulated annealing for parallel machine scheduling with earliness-tardiness penalties and sequence-dependent set-up times', International Journal of Production Research, Vol. 38, No. 10, pp.2233-2252.
    • (2000) International Journal of Production Research , vol.38 , Issue.10 , pp. 2233-2252
    • Radhakrishnan, S.1    Ventura, J.A.2
  • 25
    • 33751402603 scopus 로고    scopus 로고
    • Scheduling uniform parallel machines subject to a secondary resource to minimize the number of tardy jobs
    • Ruiz-Torres, A.J., Lopez, F.J. and Ho, J.C. (2007) 'Scheduling uniform parallel machines subject to a secondary resource to minimize the number of tardy jobs', European Journal of Operations Research, Vol. 179, No. 2, pp.302-315.
    • (2007) European Journal of Operations Research , vol.179 , Issue.2 , pp. 302-315
    • Ruiz-Torres, A.J.1    Lopez, F.J.2    Ho, J.C.3
  • 26
    • 0031340781 scopus 로고    scopus 로고
    • Parallel machine scheduling problems using memetic algorithms
    • Runwei, C. and Mitsuo, G. (1997) 'Parallel machine scheduling problems using memetic algorithms', Computers and Industrial Engineering, Vol. 33, Nos. 3-4, pp.761-764.
    • (1997) Computers and Industrial Engineering , vol.33 , Issue.3-4 , pp. 761-764
    • Runwei, C.1    Mitsuo, G.2
  • 27
    • 0029371267 scopus 로고
    • Minimax earliness/ tardiness scheduling in identical parallel machine system using genetic algorithms
    • Runwei, C., Mitsuo, G. and Tatsumi, T. (1995) 'Minimax earliness/ tardiness scheduling in identical parallel machine system using genetic algorithms', Computers and Industrial Engineering, Vol. 29, No. 4, pp.513-517.
    • (1995) Computers and Industrial Engineering , vol.29 , Issue.4 , pp. 513-517
    • Runwei, C.1    Mitsuo, G.2    Tatsumi, T.3
  • 28
    • 0037278744 scopus 로고    scopus 로고
    • Machining parameters optimization for turning cylindrical stock into a continuous finished profile using genetic algorithm and simulated annealing
    • Saravanan, R., Asokan, P. and Vijayakumar, K. (2003) 'Machining parameters optimization for turning cylindrical stock into a continuous finished profile using genetic algorithm and simulated annealing', International Journal of Advanced Manufacturing Technology, Vol. 21, No. 1, pp.1-9.
    • (2003) International Journal of Advanced Manufacturing Technology , vol.21 , Issue.1 , pp. 1-9
    • Saravanan, R.1    Asokan, P.2    Vijayakumar, K.3
  • 29
    • 0033166361 scopus 로고    scopus 로고
    • Parallel machine scheduling with earliness and tardiness penalties
    • Sivrikaya-Serifoglu, F. and Ulusoy, G. (1999) 'Parallel machine scheduling with earliness and tardiness penalties', Computers & Operations Research, Vol. 26, No. 8, pp.773-787.
    • (1999) Computers & Operations Research , vol.26 , Issue.8 , pp. 773-787
    • Sivrikaya-Serifoglu, F.1    Ulusoy, G.2
  • 30
    • 0023345805 scopus 로고
    • Scheduling parallel processors: An integer linear programming based heuristic for minimizing setup time
    • Smichrast, R. and Baker, K.R. (1987) 'Scheduling parallel processors: An integer linear programming based heuristic for minimizing setup time', International Journal of Production Research, Vol. 25, No. 8, pp.761-771.
    • (1987) International Journal of Production Research , vol.25 , Issue.8 , pp. 761-771
    • Smichrast, R.1    Baker, K.R.2
  • 31
    • 0037395532 scopus 로고    scopus 로고
    • Parallel machine earliness and tardiness scheduling with proportional weights
    • Sun, H. and Wang, G. (2003) 'Parallel machine earliness and tardiness scheduling with proportional weights', Computers and Operations Research, Vol. 30, No. 5, pp.801-808.
    • (2003) Computers and Operations Research , vol.30 , Issue.5 , pp. 801-808
    • Sun, H.1    Wang, G.2
  • 32
    • 84901398419 scopus 로고    scopus 로고
    • A genetic algorithm approach to multi-objective scheduling problems with earliness and tardiness penalties
    • Tamaki, H., Nishino, E. and Abe, S. (1999) 'A genetic algorithm approach to multi-objective scheduling problems with earliness and tardiness penalties', Proceedings of the Congress of Evolutionary Computation pp.46-52.
    • (1999) Proceedings of the Congress of Evolutionary Computation , pp. 46-52
    • Tamaki, H.1    Nishino, E.2    Abe, S.3
  • 33
    • 0026841915 scopus 로고
    • Scheduling semiconductor test operations: Minimizing maximum lateness and number of tardy jobs on a single machine
    • Uzsoy, R., Lee, C.Y. and Martin-Vega, L.A. (1992) 'Scheduling semiconductor test operations: Minimizing maximum lateness and number of tardy jobs on a single machine', Naval Research Logistics, Vol. 39, No. 3, pp.369-388.
    • (1992) Naval Research Logistics , vol.39 , Issue.3 , pp. 369-388
    • Uzsoy, R.1    Lee, C.Y.2    Martin-Vega, L.A.3
  • 35
    • 0042812478 scopus 로고    scopus 로고
    • Parallel machine scheduling with earliness-tardiness penalties and additional resource constraints
    • Ventura, J.A. and Kim, D. (2003) 'Parallel machine scheduling with earliness-tardiness penalties and additional resource constraints', Computers and Operations Research, Vol. 30, No. 13, pp.1945-1958.
    • (2003) Computers and Operations Research , vol.30 , Issue.13 , pp. 1945-1958
    • Ventura, J.A.1    Kim, D.2
  • 36
    • 21244500228 scopus 로고    scopus 로고
    • Hybrid genetic algorithms for minimizing the maximum completion time for the wafer probing scheduling problem
    • Yang, M-H., Lo, C-C., Chen, H-M. and Huang, H-L. (2005) 'Hybrid genetic algorithms for minimizing the maximum completion time for the wafer probing scheduling problem', Journal of the Chinese Institute of Industrial Engineers, Vol. 22, No. 6, pp.218-225.
    • (2005) Journal of the Chinese Institute of Industrial Engineers , vol.22 , Issue.6 , pp. 218-225
    • Yang, M.-H.1    Lo, C.-C.2    Chen, H.-M.3    Huang, H.-L.4
  • 37
    • 34248666540 scopus 로고    scopus 로고
    • Zadeh, L.A. (1965) 'Fuzzy sets', Information and Control, 8, No. 4, pp.338-353.
    • Zadeh, L.A. (1965) 'Fuzzy sets', Information and Control, Vol. 8, No. 4, pp.338-353.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.