Permutation Flow Shop Scheduling with Dynamic Job Order Arrival

被引:0
|
作者
Rahman, Humyun [1 ]
Sarker, Ruhul [2 ]
Essam, Daryl [3 ]
机构
[1] Univ New S Wales, Canberra, ACT 2600, Australia
[2] Univ New S Wales, Sch Engn & Informat Technol, Sch Res, Canberra, ACT 2600, Australia
[3] Univ New S Wales, Sch Engn & Informat Technol, Canberra, ACT 2600, Australia
关键词
GENETIC ALGORITHMS; SEQUENCING PROBLEM; DUE-DATES; HEURISTICS; CRITERION; MAKESPAN; TIMES;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Permutation Flow Shop Scheduling Problem (PFSP) is known as complex combinatorial optimization problem. In PFSPs, the jobs are sequenced by optimizing certain performance measure such as makespan. As of the literature, the existing algorithms deal with static PFSPs. However, in practice, the jobs arrive continuously with random inter-arrival time. It may not be feasible to process all the jobs by satisfying all the constraints. In this paper, we propose a new algorithm, based on Genetic Algorithm (GA), to deal with multiple jobs arriving at different point in time in Permutation Flow Shop environment. To explain the insight of problem complexity, we provide some simulations results.
引用
收藏
页码:30 / 35
页数:6
相关论文
共 50 条
  • [1] Predictive scheduling for permutation flow shop subject to new arrival job
    Han Xingbao
    Wang Bing
    Nie Yabing
    [J]. 2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 2732 - 2737
  • [2] Permutation flow shop scheduling with order acceptance and weighted tardiness
    Xiao, Yi-Yong
    Zhang, Ren-Qian
    Zhao, Qiu-Hong
    Kaku, Ikou
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2012, 218 (15) : 7911 - 7926
  • [3] Deep Reinforcement Learning for Dynamic Flexible Job Shop Scheduling with Random Job Arrival
    Chang, Jingru
    Yu, Dong
    Hu, Yi
    He, Wuwei
    Yu, Haoyu
    [J]. PROCESSES, 2022, 10 (04)
  • [4] A PERMUTATION PROCEDURE FOR JOB-SHOP SCHEDULING
    NICHOLSON, TA
    PULLEN, RD
    [J]. COMPUTER JOURNAL, 1968, 11 (01): : 48 - +
  • [5] USING PERMUTATION SPACES IN JOB-SHOP SCHEDULING
    GOLENKOGINZBURG, D
    SIMS, JA
    [J]. ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 1992, 9 (02) : 183 - 193
  • [6] Non-permutation flow shop scheduling with order acceptance and weighted tardiness
    Xiao, Yiyong
    Yuan, Yingying
    Zhang, Ren-Qian
    Konak, Abdullah
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2015, 270 : 312 - 333
  • [7] Multiple-order permutation flow shop scheduling under process interruptions
    Rahman, Humyun Fuad
    Sarker, Ruhul
    Essam, Daryl
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 97 (5-8): : 2781 - 2808
  • [8] Multiple-order permutation flow shop scheduling under process interruptions
    [J]. Rahman, Humyun Fuad (rahman@m-tech.aau.dk), 2018, Springer London (97): : 5 - 8
  • [9] Multiple-order permutation flow shop scheduling under process interruptions
    Humyun Fuad Rahman
    Ruhul Sarker
    Daryl Essam
    [J]. The International Journal of Advanced Manufacturing Technology, 2018, 97 : 2781 - 2808
  • [10] Tight bounds for permutation flow shop scheduling
    Nagarajan, Viswanath
    Sviridenko, Maxim
    [J]. INTEGER PROGRAMMING AND COMBINATORIAL OPTIMIZATION, 2008, 5035 : 154 - +