Metaheuristics for the job-shop scheduling problem with machine availability constraints

被引:35
作者
Tamssaouet, Karim [1 ,2 ]
Dauzere-Peres, Stephane [1 ,3 ]
Yugma, Claude [1 ]
机构
[1] Univ Clermont Auvergne, Mines St Etienne, CNRS, CMP,Dept Mfg Sci & Logist,UMR LIMOS 6158, F-13541 Gardanne, France
[2] STMicroelect Rousset, F-13106 Rousset, France
[3] BI Norwegian Business Sch, Dept Accounting Auditing & Business Analyt, N-0484 Oslo, Norway
关键词
Scheduling; Job shop; Metaheuristic; Availability constraints; Disjunctive graph; TABU SEARCH ALGORITHM; MAKESPAN;
D O I
10.1016/j.cie.2018.08.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper addresses the job-shop scheduling problem in which the machines are not available during the whole planning horizon and with the objective of minimizing the makespan. The disjunctive graph model is used to represent job sequences and to adapt and extend known structural properties of the classical job-shop scheduling problem to the problem at hand. These results have been included in two metaheuristics (Simulated Annealing and Tabu Search) with specific neighborhood functions and diversification structures. Computational experiments on problem instances of the literature show that our Tabu Search approach outperforms Simulated Annealing and existing approaches.
引用
收藏
页码:1 / 8
页数:8
相关论文
共 24 条
[1]  
Aggoune R., 2009, IFAC P VOLUMES, V42, P1190
[2]  
Aggoune R., 2002, ORDONNANCEMENT DATEL
[3]  
[Anonymous], ANN OPER RES, DOI DOI 10.1007/BF02078647
[4]  
[Anonymous], 2009, METAHEURISTICS DESIG
[5]  
[Anonymous], 1984, SUPPLEMENT RESOURCE
[6]   Disjunctive and time-indexed formulations for non-preemptive job shop scheduling with resource availability constraints [J].
Azem, S. ;
Aggoune, R. ;
Dauzere-Peres, S. .
2007 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2007, :787-+
[7]  
Azem S., 2012, IFAC PROC VOL, V45, P1395, DOI [10.3182/20120523-3-RO-2023.00252, DOI 10.3182/20120523-3-RO-2023.00252]
[8]   Two-machine job shop problem for makespan minimization under availability constraint [J].
Benttaleb, Mourad ;
Hnaien, Faicel ;
Yalaoui, Farouk .
IFAC PAPERSONLINE, 2016, 49 (28) :132-137
[9]  
Bureau M., 2006, IFAC P, V39, P739
[10]   A hybrid genetic algorithm for non-permutation flow shop scheduling problems with unavailability constraints [J].
Cui, Wei-Wei ;
Lu, Zhiqiang ;
Zhou, Binghai ;
Li, Chen ;
Han, Xiaole .
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2016, 29 (09) :944-961