Minimizing makespan in a two-machine flow shop with effects of deterioration and learning

被引:35
作者
Wang, Ji-Bo [1 ]
Ji, P. [2 ]
Cheng, T. C. E. [3 ]
Wang, Dan [1 ]
机构
[1] Shenyang Aerosp Univ, Sch Sci, Shenyang 110136, Peoples R China
[2] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Kowloon, Hong Kong, Peoples R China
[3] Hong Kong Polytech Univ, Dept Logist & Maritime Studies, Kowloon, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Scheduling; Flow shop; Deteriorating jobs; Learning effect; Makespan; Branch-and-bound algorithm; DEPENDENT PROCESSING TIMES; SCHEDULING PROBLEMS; SINGLE-MACHINE; LINEAR DETERIORATION; PARALLEL-MACHINE; COMPLETION-TIME; JOBS;
D O I
10.1007/s11590-011-0334-y
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider a two-machine flow shop scheduling problem with effects of deterioration and learning. By the effects of deterioration and learning, we mean that the processing time of a job is a function of its execution starting time and its position in a sequence. The objective is to find a sequence that minimizes the makespan. Several dominance properties and two lower bounds are derived, which are used to speed up the elimination process of a branch-and-bound algorithm proposed to solve the problem. Two heuristic algorithms are also proposed to obtain near-optimal solutions. Computational results are presented to evaluate the performance of the proposed algorithms.
引用
收藏
页码:1393 / 1409
页数:17
相关论文
共 30 条
[1]  
Alidaee B, 1999, J OPER RES SOC, V50, P711, DOI 10.2307/3010325
[2]  
[Anonymous], 2004, Int. J. Bus. Econom.
[3]  
[Anonymous], 2009, Encyclopedia of Optimization
[4]  
[Anonymous], 2002, Handbook of Applied Optimization
[5]   Single-machine scheduling with learning considerations [J].
Biskup, D .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 115 (01) :173-178
[6]   A state-of-the-art review on scheduling with learning effects [J].
Biskup, Dirk .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 188 (02) :315-329
[7]   Some scheduling problems with deteriorating jobs and learning effects [J].
Cheng, T. C. E. ;
Wu, Chin-Chia ;
Lee, Wen-Chiung .
COMPUTERS & INDUSTRIAL ENGINEERING, 2008, 54 (04) :972-982
[8]   Some scheduling problems with sum-of-proces sing-times-based and job-position-based learning effects [J].
Cheng, T. C. Edwin ;
Wu, Chin-Chia ;
Lee, Wen-Chiung .
INFORMATION SCIENCES, 2008, 178 (11) :2476-2487
[9]   A concise survey of scheduling with time-dependent processing times [J].
Cheng, TCE ;
Ding, Q ;
Lin, BMT .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 152 (01) :1-13
[10]  
Gawiejnowicz S, 2008, MONOGR THEOR COMPUT, P3