A branch-and-price algorithm for scheduling parallel machines with sequence dependent setup times

被引:69
作者
Pereira Lopes, Manuel J.
Valerio de Carvalho, J. M. [1 ]
机构
[1] Univ Minho, Dept Prod & Sistemas, Braga, Portugal
[2] Inst Super Engn Porto, Dept Engn Mecan, Oporto, Portugal
关键词
parallel machines scheduling; setup times; column generation; branch-and-price;
D O I
10.1016/j.ejor.2005.11.001
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider the problem of scheduling n independent jobs on m unrelated parallel machines with sequence-dependent setup times and availability dates for the machines and release dates for the jobs to minimize a regular additive cost function, In this work, we develop a new branch-and-price optimization algorithm for the solution of this general class of parallel machines scheduling problems. A new column generation accelerating method, termed "primal box", and a specific branching variable selection rule that significantly reduces the number of explored nodes are proposed. The computational results show that the approach solves problems of large size to optimality within reasonable computational time. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:1508 / 1527
页数:20
相关论文
共 23 条
[1]  
Ahuja RK, 1993, NETWORK FLOWS THEORY
[2]   Branch-and-price: Column generation for solving huge integer programs [J].
Barnhart, C ;
Johnson, EL ;
Nemhauser, GL ;
Savelsbergh, MWP ;
Vance, PH .
OPERATIONS RESEARCH, 1998, 46 (03) :316-329
[3]  
BENAMOR H, IN PRESS OPERATIONS
[4]  
BENAMOR H, 2003, G200343 CAH GER
[5]   Solving parallel machine scheduling problems by column generation [J].
Chen, ZL ;
Powell, WB .
INFORMS JOURNAL ON COMPUTING, 1999, 11 (01) :78-94
[6]   Exact algorithms for scheduling multiple families of jobs on parallel machines [J].
Chen, ZL ;
Powell, WB .
NAVAL RESEARCH LOGISTICS, 2003, 50 (07) :823-840
[7]   A column generation based decomposition algorithm for a parallel machine just-in-time scheduling problem [J].
Chen, ZL ;
Powell, WB .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 116 (01) :220-232
[8]   Parallel machine scheduling with a common due window [J].
Chen, ZL ;
Lee, CY .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 136 (03) :512-527
[9]   STATE-SPACE RELAXATION PROCEDURES FOR THE COMPUTATION OF BOUNDS TO ROUTING-PROBLEMS [J].
CHRISTOFIDES, N ;
MINGOZZI, A ;
TOTH, P .
NETWORKS, 1981, 11 (02) :145-164
[10]  
*CPLEX ILOG INC, 1998, VERS 6 0 US CPLEX CA