Scheduling of a single crane in batch annealing process

被引:15
作者
Tang, Lixin [1 ]
Xie, Xie [1 ]
Liu, Jiyin [2 ]
机构
[1] Northeastern Univ, Logist Inst, Liaoning Key Lab Mfg Syst & Logist, Shenyang 110004, Peoples R China
[2] Univ Loughborough, Sch Business, Loughborough LE11 3TU, Leics, England
基金
中国国家自然科学基金;
关键词
Crane scheduling; Batch annealing process; Strongly NP-hard; Heuristics; Absolute performance analysis; PARALLEL MACHINES; BOUND ALGORITHM; FLOW-SHOP; BRANCH; HOIST;
D O I
10.1016/j.cor.2008.12.014
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper studies a single crane scheduling problem motivated by batch annealing process in the iron and steel industry. Each coil stack placed on fixed base needs to go through two-stage processing: heating and cooling. During each stage, limited special machines (furnace and cooler) must be operated by crane, respectively. Our problem is to assign the shared machines and schedule a single crane for minimizing the last coil stack completion time (makespan). A mixed integer linear programming (MILP) model is formulated by considering both machine and crane positions. We show that the problem is NP-hard in the strong sense. Some optimal properties on the problem are derived. A two-phase algorithm is constructed for the problem. In the first phase, a fully polynomial time approximation scheme (FPTAS) is developed for the assignment subproblem. In the second phase, a heuristics is proposed for the scheduling subproblem. From an absolute performance point of view, we analyze the quality of the two-phase algorithm. We also consider special cases where some properties or algorithms are developed. In order to further verify the performance of the two-phase algorithm, we develop a lower bound on the optimal objective function. Computational experiments on the randomly generated problem instances show that the algorithm is close to the lower bound within a reasonable computation time. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2853 / 2865
页数:13
相关论文
共 25 条
[1]   Scheduling two-stage hybrid flow shop with availability constraints [J].
Allaoui, H ;
Artiba, A .
COMPUTERS & OPERATIONS RESEARCH, 2006, 33 (05) :1399-1419
[2]  
[Anonymous], NAVAL RES LOGIST Q
[3]  
[Anonymous], 1994, SCHEDULING THEORY MU, DOI DOI 10.1007/978-94-011-1190-4
[4]  
BARBARISI O, 2007, P 46 IEEE C DEC CONT
[5]   A multiple-crane-constrained scheduling problem in a container terminal [J].
Bish, EK .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2003, 144 (01) :83-107
[6]   BRANCH AND BOUND ALGORITHM FOR THE FLOW-SHOP WITH MULTIPLE PROCESSORS [J].
BRAH, SA ;
HUNSUCKER, JL .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 51 (01) :88-99
[7]  
CHEN B, 1995, J OPER RES SOC, V46, P234, DOI 10.1038/sj/jors/0460209
[8]  
Chen J, 1999, NAV RES LOG, V46, P57, DOI 10.1002/(SICI)1520-6750(199902)46:1<57::AID-NAV4>3.0.CO
[9]  
2-H
[10]   Heuristic algorithms for the two-stage hybrid flowshop problem [J].
Haouari, M ;
M'Hallah, R .
OPERATIONS RESEARCH LETTERS, 1997, 21 (01) :43-53