Scheduling identical parallel machines with tooling constraints

被引:64
作者
Beezao, Andreza Cristina [1 ]
Cordeau, Jean -Francois [2 ,3 ]
Laporte, Gilbert [2 ,4 ]
Yanasse, Horacio Hideki [5 ]
机构
[1] Univ Sao Paulo, Inst Ciencias Matemat & Comp, Sao Carlos, SP, Brazil
[2] CIRRELT, Montreal, PQ, Canada
[3] HEC Montreal, Canada Res Chair Logist & Transportat, Montreal, PQ, Canada
[4] HEC Montreal, Canada Res Chair Distribut Management, Montreal, PQ, Canada
[5] Univ Fed Sao Paulo, Inst Ciencia & Tecnol, Sao Jose Dos Campos, Brazil
基金
巴西圣保罗研究基金会;
关键词
Flexible manufacturing systems; Parallel machines; Sequence-dependent setup times; Tooling constraints; Adaptive large neighborhood search; FLEXIBLE MANUFACTURING SYSTEMS; SWITCHING PROBLEM; SETUP TIMES; PROGRAMMING APPROACH; GENETIC ALGORITHM; ALLOCATION; MODELS; OPTIMIZATION; MINIMIZATION; OPERATION;
D O I
10.1016/j.ejor.2016.08.008
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We model and solve the problem of sequencing a set of jobs with specified processing times and tool requirements on a set of identical parallel machines. Decisions concern the assignment of jobs to machines, their sequencing, and the allocation of tools on each machine. The objective function minimizes the makespan. We propose two mathematical formulations of the problem and an adaptive large neighborhood search metaheuristic in which the destroy and repair operators exploit the structures of two well-known and related combinatorial optimization problems, namely the parallel machine scheduling problem and the job sequencing and tool switching problem on a single machine. Computational experiments conducted on two data sets of 1440 instances show that our algorithm produces excellent results and outperforms existing heuristics. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:834 / 844
页数:11
相关论文
共 73 条
[21]   Combinatorial optimization models for production scheduling in automated manufacturing systems [J].
Crama, Y .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 99 (01) :136-153
[22]  
Crama Y., 1994, International Journal of Flexible Manufacturing Systems, V6, P33, DOI 10.1007/BF01324874
[23]  
Crama Y., 1996, Production Planning in Automated Manufacturing, V2nd
[24]  
Cumings S., 1986, P FALL IND ENG C BOS, P21
[25]   Optimization of operation and changeover time for production planning and scheduling in a flexible manufacturing system [J].
Das, Kanchan ;
Baki, M. F. ;
Li, Xiangyong .
COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 56 (01) :283-293
[26]   An adaptive large neighborhood search heuristic for the Pollution-Routing Problem [J].
Demir, Emrah ;
Bektas, Tolga ;
Laporte, Gilbert .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 223 (02) :346-359
[27]   Solving the tool switching problem with memetic algorithms [J].
Edgar Amaya, Jhon ;
Cotta, Carlos ;
Fernandez-Leiva, Antonio J. .
AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 2012, 26 (02) :221-235
[28]   Heuristic procedures for the parallel machine problem with tool switches [J].
Fathi, Y ;
Barnette, KW .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2002, 40 (01) :151-164
[29]  
Fowler JW, 2003, INT J IND ENG-THEORY, V10, P232
[30]   A divide and merge heuristic for the multiprocessor scheduling problem with sequence dependent setup times [J].
Gendreau, M ;
Laporte, G ;
Guimaraes, EM .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 133 (01) :183-189