Scheduling identical parallel machines with tooling constraints

被引:62
|
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 50 条
  • [1] Biased random-key genetic algorithm for scheduling identical parallel machines with tooling constraints
    Soares, Leonardo Cabral R.
    Carvalho, Marco Antonio M.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 285 (03) : 955 - 964
  • [2] Scheduling two identical parallel machines with preparation constraints
    Labbi, Wafaa
    Boudhar, Mourad
    Oulamara, Ammar
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (06) : 1531 - 1548
  • [3] Scheduling job families on non-identical parallel machines with time constraints
    Obeid, Ali
    Dauzere-Peres, Stephane
    Yugma, Claude
    ANNALS OF OPERATIONS RESEARCH, 2014, 213 (01) : 221 - 234
  • [4] Scheduling job families on non-identical parallel machines with time constraints
    Ali Obeid
    Stéphane Dauzère-Pérès
    Claude Yugma
    Annals of Operations Research, 2014, 213 : 221 - 234
  • [5] SCHEDULING JOB FAMILIES ON NON-IDENTICAL PARALLEL MACHINES WITH TIME CONSTRAINTS
    Obeid, Ali
    Dauzere-Peres, Stephane
    Yugma, Claude
    PROCEEDINGS OF THE 2011 WINTER SIMULATION CONFERENCE (WSC), 2011, : 1994 - 2005
  • [6] Batch scheduling of identical jobs on parallel identical machines
    Mor, Baruch
    Mosheiov, Gur
    INFORMATION PROCESSING LETTERS, 2012, 112 (20) : 762 - 766
  • [7] Scheduling Multiple Orders per Job with Multiple Constraints on Identical Parallel Machines
    王腾
    周炳海
    Journal of Donghua University(English Edition), 2013, 30 (06) : 466 - 471
  • [8] Scheduling multiple orders per job with multiple constraints on identical parallel machines
    Wang, Teng
    Zhou, Bing-Hai
    Journal of Donghua University (English Edition), 2013, 30 (06) : 466 - 471
  • [9] A Parallel Approximation Algorithm for Scheduling Parallel Identical Machines
    Ghalami, Laleh
    Grosu, Daniel
    2017 IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW), 2017, : 442 - 451
  • [10] Scheduling AND/OR-networks on identical parallel machines
    Erlebach, T
    Kääb, V
    Möhring, RH
    APPROXIMATION AND ONLINE ALGORITHMS, 2004, 2909 : 123 - 136