메뉴 건너뛰기




Volumn 9, Issue 3, 2012, Pages 578-595

Adaptive hybrid algorithms for the sequence-dependent setup time permutation flow shop scheduling problem

Author keywords

Flow shops; genetic algorithm; makespan; sequence dependent setup time; weighted tardiness

Indexed keywords

ADAPTIVE HYBRID GENETIC ALGORITHM; COMPUTATION TIME; EFFECTIVE ALGORITHMS; FLOW-SHOPS; HIGH PROBABILITY; HYBRID ALGORITHMS; INTEGRATED ALGORITHM; LOCAL SEARCH; LOCAL SEARCH METHOD; MAKESPAN; PERMUTATION FLOW-SHOP SCHEDULING; SEQUENCE-DEPENDENT SETUP TIME; TOTAL-WEIGHTED TARDINESS; WEIGHTED TARDINESS;

EID: 84863501385     PISSN: 15455955     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASE.2012.2192729     Document Type: Article
Times cited : (36)

References (40)
  • 1
    • 74849101820 scopus 로고
    • Optimization and approximation in deterministic sequencing and scheduling: A survey
    • R. L. Graham, J. K. LenstraKan, and A. H. G. Rinnooy, "Optimization and approximation in deterministic sequencing and scheduling: A survey," Ann. Discrete Math., vol. 5, pp. 287-326, 1979.
    • (1979) Ann. Discrete Math. , vol.5 , pp. 287-326
    • Graham, R.L.1    LenstraKan, J.K.2    Rinnooy, A.H.G.3
  • 2
    • 0000044050 scopus 로고
    • Flowshop schedules with sequence dependent setup times
    • J. N. D. Gupta, "Flowshop schedules with sequence dependent setup times," J. Oper. Res. Soc. Jpn., vol. 29, pp. 206-219, 1986.
    • (1986) J. Oper. Res. Soc. Jpn. , vol.29 , pp. 206-219
    • Gupta, J.N.D.1
  • 3
    • 0016099706 scopus 로고
    • Two machine flow shop scheduling problems with sequence dependent setup times: A dynamic-programming approach
    • Corwin and A. O. Esogbue
    • B. D. Corwin and A. O. Esogbue, "Two machine flow shop scheduling problems with sequence dependent setup times: A dynamic-programming approach," Nav. Res. Logist., vol. 21, pp. 515-524, 1974.
    • (1974) Nav. Res. Logist. , vol.21 , pp. 515-524
  • 4
    • 0035918741 scopus 로고    scopus 로고
    • Two MILP models for the SDST flowshop sequencing problem
    • F. T. TsengJr and E. F. Stafford, "Two MILP models for the SDST flowshop sequencing problem," Int. J. Prod. Res., vol. 39, pp. 1777-1809, 2001.
    • (2001) Int. J. Prod. Res. , vol.39 , pp. 1777-1809
    • Tsengjr, F.T.1    Stafford, E.F.2
  • 5
    • 0037120684 scopus 로고    scopus 로고
    • Two models for a family of flowshop sequencing problems
    • E. F. Stafford, Jr and F. T. Tseng, "Two models for a family of flowshop sequencing problems," Eur. J. Oper. Res., vol. 142, pp. 282-293, 2002.
    • (2002) Eur. J. Oper. Res. , vol.142 , pp. 282-293
    • Stafford Jr., E.F.1    Tseng, F.T.2
  • 6
    • 0032068389 scopus 로고    scopus 로고
    • Computational experience with a branch-and-cut algorithm for flowshop scheduling with setups
    • R. Z. Ríos-Mercado and J. F. Bard, "Computational experience with a branch-and-cut algorithm for flowshop scheduling with setups," Comput. Oper. Res., vol. 25, pp. 351-366, 1998.
    • (1998) Comput. Oper. Res. , vol.25 , pp. 351-366
    • Ríos-Mercado, R.Z.1    Bard, J.F.2
  • 7
    • 0345306659 scopus 로고    scopus 로고
    • The flow shop scheduling polyhedron with setup times
    • R. Z. Ríos-Mercado and J. F. Bard, "The flow shop scheduling polyhedron with setup times," J. Combinatorial Opt., vol. 7, pp. 291-318, 2003.
    • (2003) J. Combinatorial Opt. , vol.7 , pp. 291-318
    • Ríos-Mercado, R.Z.1    Bard, J.F.2
  • 8
    • 0009311112 scopus 로고
    • Heuristics in flow shop scheduling with sequence dependent setup times
    • J. V. Simons, Jr, "Heuristics in flow shop scheduling with sequence dependent setup times," Omega, vol. 20, pp. 215-225, 1992.
    • (1992) Omega , vol.20 , pp. 215-225
    • Simons Jr., J.V.1
  • 9
    • 0029407502 scopus 로고
    • A savings index heuristic algorithm for flowshop scheduling with sequence-dependent set-up times
    • S. R. Das, J. N. D. Gupta, and B. M. Khumawala, "A savings index heuristic algorithm for flowshop scheduling with sequence-dependent set-up times," J. Oper. Res. Soc., vol. 46, pp. 1365-1373, 1995.
    • (1995) J. Oper. Res. Soc. , vol.46 , pp. 1365-1373
    • Das, S.R.1    Gupta, J.N.D.2    Khumawala, B.M.3
  • 10
    • 0032189491 scopus 로고    scopus 로고
    • Heuristics for the flow line problem with setup costs
    • R. Z. Ríos-Mercado and J. F. Bard, "Heuristics for the flow line problem with setup costs," Eur. J. Oper. Res., vol. 110, pp. 76-98, 1998.
    • (1998) Eur. J. Oper. Res. , vol.110 , pp. 76-98
    • Ríos-Mercado, R.Z.1    Bard, J.F.2
  • 11
    • 0344672464 scopus 로고    scopus 로고
    • An enhanced tsp-based heuristic for makespan minimization in a flow shop with setup times
    • R. Z. Ríos-Mercado and J. F. Bard, "An enhanced tsp-based heuristic for makespan minimization in a flow shop with setup times," J. Heuristics, vol. 5, pp. 53-70, 1999.
    • (1999) J. Heuristics , vol.5 , pp. 53-70
    • Ríos-Mercado, R.Z.1    Bard, J.F.2
  • 12
    • 0020699921 scopus 로고
    • A heuristic algorithm for the m-machine n-job flow-shop sequencing problem
    • M. Nawaz, E. E. Enscore, and I. Ham, "A heuristic algorithm for the m-machine n-job flow-shop sequencing problem," Omega, vol. 11, pp. 91-95, 1983.
    • (1983) Omega , vol.11 , pp. 91-95
    • Nawaz, M.1    Enscore, E.E.2    Ham, I.3
  • 13
    • 13444251134 scopus 로고    scopus 로고
    • A comprehensive review and evaluation of permutation flowshop heuristics
    • R. Ruiz and C. Maroto, "A comprehensive review and evaluation of permutation flowshop heuristics," Eur. J. Oper. Res., vol. 165, pp. 479-494, 2005.
    • (2005) Eur. J. Oper. Res. , vol.165 , pp. 479-494
    • Ruiz, R.1    Maroto, C.2
  • 14
    • 12344285964 scopus 로고    scopus 로고
    • Solving the flowshop scheduling problem with sequence dependent setup times using advanced metaheuristics
    • R. Ruiz, C. Maroto, and J. Alcaraz, "Solving the flowshop scheduling problem with sequence dependent setup times using advanced metaheuristics, " Eur. J. Oper. Res., vol. 165, pp. 34-54, 2005.
    • (2005) Eur. J. Oper. Res. , vol.165 , pp. 34-54
    • Ruiz, R.1    Maroto, C.2    Alcaraz, J.3
  • 15
    • 37049022197 scopus 로고    scopus 로고
    • An iterated greedy heuristic for the sequence dependent setup times flowshop problem with makespan and weighted tardiness objectives
    • R. Ruiz and T. Stützle, "An iterated greedy heuristic for the sequence dependent setup times flowshop problem with makespan and weighted tardiness objectives," Eur. J. Oper. Res., vol. 187, pp. 1143-1159, 2008.
    • (2008) Eur. J. Oper. Res. , vol.187 , pp. 1143-1159
    • Ruiz, R.1    Stützle, T.2
  • 17
    • 0031190804 scopus 로고    scopus 로고
    • A simulated annealing heuristic for scheduling to minimize mean weighted tardiness in a flowshop with sequence-dependent setup times of jobs-A case study
    • S. Parthasarathy and C. Rajendran, "A simulated annealing heuristic for scheduling to minimize mean weighted tardiness in a flowshop with sequence-dependent setup times of jobs-A case study," Prod. Planning Control, vol. 8, pp. 475-483, 1997.
    • (1997) Prod. Planning Control , vol.8 , pp. 475-483
    • Parthasarathy, S.1    Rajendran, C.2
  • 18
    • 0031145735 scopus 로고    scopus 로고
    • An experimental evaluation of heuristics for scheduling in a real-life flowshop with sequence-dependent setup times of jobs
    • S. Parthasarathy and C. Rajendran, "An experimental evaluation of heuristics for scheduling in a real-life flowshop with sequence-dependent setup times of jobs," Int. J. Prod. Econ., vol. 49, pp. 255-263, 1997.
    • (1997) Int. J. Prod. Econ. , vol.49 , pp. 255-263
    • Parthasarathy, S.1    Rajendran, C.2
  • 19
    • 0038577481 scopus 로고    scopus 로고
    • Scheduling to minimize the sum of weighted flowtime and weighted tardiness of jobs in a flowshop with sequence-dependent setup times
    • C. Rajendran and H. Ziegler, "Scheduling to minimize the sum of weighted flowtime and weighted tardiness of jobs in a flowshop with sequence-dependent setup times," Eur. J. Oper. Res., vol. 149, pp. 513-522, 2003.
    • (2003) Eur. J. Oper. Res. , vol.149 , pp. 513-522
    • Rajendran, C.1    Ziegler, H.2
  • 20
    • 77950864439 scopus 로고    scopus 로고
    • Application of genetic algorithms to solve the multidepot vehicle routing problem
    • Apr
    • H. C. W. Lau, T. M. Chan, W. T. Tsui, and W. K. Pang, "Application of genetic algorithms to solve the multidepot vehicle routing problem," IEEE Trans. Autom. Sci. Eng., vol. 7, no. 2, pp. 383-392, Apr. 2009.
    • (2009) IEEE Trans. Autom. Sci. Eng. , vol.7 , Issue.2 , pp. 383-392
    • Lau, H.C.W.1    Chan, T.M.2    Tsui, W.T.3    Pang, W.K.4
  • 21
    • 64049084437 scopus 로고    scopus 로고
    • Application of multiobjective genetic programming to the design of robot failure recognition systems
    • Apr
    • Z. Yang and P. I. Rockett, "Application of multiobjective genetic programming to the design of robot failure recognition systems," IEEE Trans. Autom. Sci. Eng., vol. 6, no. 2, pp. 372-376, Apr. 2008.
    • (2008) IEEE Trans. Autom. Sci. Eng. , vol.6 , Issue.2 , pp. 372-376
    • Yang, Z.1    Rockett, P.I.2
  • 22
    • 0029224965 scopus 로고
    • A genetic algorithm for flowshop sequencing
    • C. R. Reeves, "A genetic algorithm for flowshop sequencing," Comput. Oper. Res., vol. 22, pp. 5-13, 1995.
    • (1995) Comput. Oper. Res. , vol.22 , pp. 5-13
    • Reeves, C.R.1
  • 23
    • 0030241820 scopus 로고    scopus 로고
    • Multi-objective genetic algorithm and its applications to flowshop scheduling
    • T. Murata, H. Ishibuchi, and H. Tanaka, "Multi-objective genetic algorithm and its applications to flowshop scheduling," Comput. Ind. Eng., vol. 30, pp. 957-968, 1996.
    • (1996) Comput. Ind. Eng. , vol.30 , pp. 957-968
    • Murata, T.1    Ishibuchi, H.2    Tanaka, H.3
  • 24
    • 30044449841 scopus 로고    scopus 로고
    • Two newrobust genetic algorithms for the flowshop scheduling problem
    • R. Ruiz, C. Maroto, and J. Alcaraz, "Two newrobust genetic algorithms for the flowshop scheduling problem," Omega, vol. 34, pp. 461-476, 2006.
    • (2006) Omega , vol.34 , pp. 461-476
    • Ruiz, R.1    Maroto, C.2    Alcaraz, J.3
  • 25
    • 58849112643 scopus 로고    scopus 로고
    • Hybrid genetic algorithm for permutation flowshop scheduling problems with total flowtime minimization
    • Y. Zhang, X. Li, and Q.Wang, "Hybrid genetic algorithm for permutation flowshop scheduling problems with total flowtime minimization," Eur. J. Oper. Res., vol. 196, pp. 869-876, 2009.
    • (2009) Eur. J. Oper. Res. , vol.196 , pp. 869-876
    • Zhang, Y.1    Li, X.2    Wang, Q.3
  • 26
    • 1842535329 scopus 로고    scopus 로고
    • A hybrid of genetic algorithm and particle swarm optimization for recurrent network design
    • C. F. Juang, "A hybrid of genetic algorithm and particle swarm optimization for recurrent network design," IEEE Trans. Syst., Man, Cybern. (Part B), vol. 34, pp. 997-1006, 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. (Part B) , vol.34 , pp. 997-1006
    • Juang, C.F.1
  • 27
    • 12244256802 scopus 로고    scopus 로고
    • An improved GA and a novel PSO-GA based hybrid algorithm
    • X. H. Shi, Y. C. Liang, H. P. Lee, C. Lu, and L. M.Wang, "An improved GA and a novel PSO-GA based hybrid algorithm," Inform. Process. Lett., vol. 93, pp. 255-261, 2005.
    • (2005) Inform. Process. Lett. , vol.93 , pp. 255-261
    • Shi, X.H.1    Liang, Y.C.2    Lee, H.P.3    Lu, C.4    Wang, L.M.5
  • 28
    • 37249009707 scopus 로고    scopus 로고
    • A hybrid genetic algorithm and particle swarm optimization for multimodal functions
    • T. T. Kao and E. Zahara, "A hybrid genetic algorithm and particle swarm optimization for multimodal functions," Appl. Soft Comput., vol. 8, pp. 849-857, 2008.
    • (2008) Appl. Soft Comput. , vol.8 , pp. 849-857
    • Kao, T.T.1    Zahara, E.2
  • 29
    • 84863438614 scopus 로고    scopus 로고
    • Reinforced adaptive hybrid algorithm using genetic algorithm and particle swarm optimization
    • Y. S. Yun, "Reinforced adaptive hybrid algorithm using genetic algorithm and particle swarm optimization," in Proc. APIEMS, Kitakyushu, Japan, 2009, pp. 2993-2997.
    • (2009) Proc. APIEMS, Kitakyushu, Japan , pp. 2993-2997
    • Yun, Y.S.1
  • 30
    • 77957860432 scopus 로고    scopus 로고
    • Integrating particle swarm optimization with genetic algorithms for solving nonlinear optimization problems
    • W. F. Abd-El-Wahed, A. A. Mousa, and M. A. El-Shorbagy, "Integrating particle swarm optimization with genetic algorithms for solving nonlinear optimization problems," J. Comput. Appl. Math., vol. 235, pp. 1446-1453, 2011.
    • (2011) J. Comput. Appl. Math , vol.235 , pp. 1446-1453
    • Abd-El-Wahed, W.F.1    Mousa, A.A.2    El-Shorbagy, M.A.3
  • 31
    • 0030674862 scopus 로고    scopus 로고
    • Genetic local search for the TSP: New results
    • Indianapolis, MN
    • P. Merz and B. Freisleben, "Genetic local search for the TSP: New results," in Proc. 4th IEEE Int. Conf. Evol. Comput., Indianapolis, MN, 1997, pp. 159-164.
    • (1997) Proc. 4th IEEE Int. Conf. Evol. Comput. , pp. 159-164
    • Merz, P.1    Freisleben, B.2
  • 32
    • 0009693732 scopus 로고    scopus 로고
    • A memetic algorithm with self-adaptive local search: TSP as a case study
    • Las Vegas, NV
    • N. Krasnogor and J. Smith, "A memetic algorithm with self-adaptive local search: TSP as a case study," in Proc. Genetic Evol. Comput. Conf., Las Vegas, NV, 2000, pp. 987-994.
    • (2000) Proc. Genetic Evol. Comput. Conf. , pp. 987-994
    • Krasnogor, N.1    Smith, J.2
  • 33
    • 0038273913 scopus 로고    scopus 로고
    • Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling
    • Apr
    • H. Ishibuchi, T. Yoshida, and T. Murata, "Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling," IEEE Trans. Evol. Comput., vol. 7, no. 2, pp. 204-223, Apr. 2003.
    • (2003) IEEE Trans. Evol. Comput. , vol.7 , Issue.2 , pp. 204-223
    • Ishibuchi, H.1    Yoshida, T.2    Murata, T.3
  • 34
    • 69749084638 scopus 로고    scopus 로고
    • Genetic algorithms with path relinking for the minimum tardiness permutation flowshop problem
    • E. Vallada and R. Ruiz, "Genetic algorithms with path relinking for the minimum tardiness permutation flowshop problem," Omega, vol. 38, pp. 57-67, 2010.
    • (2010) Omega , vol.38 , pp. 57-67
    • Vallada, E.1    Ruiz, R.2
  • 35
    • 44849090921 scopus 로고    scopus 로고
    • Efficient composite heuristics for total flowtime minimization in permutation flow shops
    • X. Li, Q. Wang, and C. Wu, "Efficient composite heuristics for total flowtime minimization in permutation flow shops," Omega, vol. 37, pp. 155-164, 2009.
    • (2009) Omega , vol.37 , pp. 155-164
    • Li, X.1    Wang, Q.2    Wu, C.3
  • 36
    • 84863430311 scopus 로고    scopus 로고
    • An efficient heuristic for scheduling in a flowshop to minimize total weighted flowtime of jobs
    • C. Rajendran and H. Ziegler, "An efficient heuristic for scheduling in a flowshop to minimize total weighted flowtime of jobs," Eur. J. Oper. Res., vol. 37, pp. 155-164, 2009.
    • (2009) Eur. J. Oper. Res. , vol.37 , pp. 155-164
    • Rajendran, C.1    Ziegler, H.2
  • 37
    • 0035898985 scopus 로고    scopus 로고
    • Constructive and composite heuristic solutions to the scheduling problem
    • J. Liu and C. R. Reeves, "Constructive and composite heuristic solutions to the scheduling problem," Eur. J. Oper. Res., vol. 132, pp. 439-452, 2001.
    • (2001) Eur. J. Oper. Res. , vol.132 , pp. 439-452
    • Liu, J.1    Reeves, C.R.2
  • 38
    • 0027201278 scopus 로고
    • Benchmarks for basic scheduling problems
    • E. Taillard, "Benchmarks for basic scheduling problems," Eur. J. Oper. Res., vol. 64, pp. 278-285, 1993.
    • (1993) Eur. J. Oper. Res. , vol.64 , pp. 278-285
    • Taillard, E.1
  • 39
    • 2542503389 scopus 로고    scopus 로고
    • Scheduling in flowshops to minimize total tardiness of jobs
    • S. Hasija and C. Rajendran, "Scheduling in flowshops to minimize total tardiness of jobs," Int. J. Prod. Res., vol. 42, pp. 2289-2301, 2004.
    • (2004) Int. J. Prod. Res. , vol.42 , pp. 2289-2301
    • Hasija, S.1    Rajendran, C.2
  • 40
    • 38849113294 scopus 로고    scopus 로고
    • A combinatorial particle swarm optimization for solving permutation flowshop problems
    • B. Jarboui, S. Ibrahim, P. Siarry, and A. Rebai, "A combinatorial particle swarm optimization for solving permutation flowshop problems," Comput. Ind. Eng., vol. 54, pp. 526-538, 2008.
    • (2008) Comput. Ind. Eng. , vol.54 , pp. 526-538
    • Jarboui, B.1    Ibrahim, S.2    Siarry, P.3    Rebai, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.