Simulation of an evolutionary tuned fuzzy dispatching system for automated guided vehicles

被引：0
|
作者：
Tan, KK [1 ]
Tang, KZ [1 ]
机构：
[1] Natl Univ Singapore, Dept Elect Engn, Singapore 3117576, Singapore
来源：
PROCEEDINGS OF THE 2000 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2 | 2000年
关键词：
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper presents the development and simulation of a novel Genetic Algorithm (GA) based methodology applied to optimal tuning of a fuzzy dispatching system for a fleet of automated guided vehicles in a flexible manufacturing environment. The dispatching rules are further transformed into a continuously adaptive procedure to capitalize the online information available from a shop floor at all times. The entire problem is simulated using MATLAB/SIMULINK. The simulation results obtained show that GA is an efficient and effective tool to achieve optimal performance for the well-known NP-complete scheduling problem.
引用
收藏
页码：1339 / 1343
页数：5
相关论文
共 50 条
  • [1] Evolutionary tuning of a fuzzy dispatching system for automated guided vehicles
    Tan, KK
    Tan, KC
    Tang, KZ
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (04): : 632 - 636
  • [2] Fuzzy dispatching of automated guided vehicles
    Shneor, Ran
    Berman, Sigal
    Edan, Yael
    [J]. APPLIED SOFT COMPUTING TECHNOLOGIES: THE CHALLENGE OF COMPLEXITY, 2006, 34 : 749 - 760
  • [3] Reactive fuzzy dispatching rule for automated guided vehicles
    Benincasa, AX
    Morandin, O
    Kato, ERR
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 4375 - 4380
  • [4] An adaptive dispatching algorithm for automated guided vehicles based on an evolutionary process
    Kim, SH
    Hwang, H
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1999, 60-1 : 465 - 472
  • [5] Flexible dispatching rules for automated guided vehicles based on a self-adapting fuzzy prioritizing system
    Tan, KK
    Lee, TH
    Tang, KZ
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 1999, 5 (04): : 327 - 336
  • [6] PUSH AND PULL RULES FOR DISPATCHING AUTOMATED GUIDED VEHICLES IN A FLEXIBLE MANUFACTURING SYSTEM
    YIM, DS
    LINN, RJ
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1993, 31 (01) : 43 - 57
  • [7] Dispatching, routing, and scheduling of two automated guided vehicles in a flexible manufacturing system
    Langevin, A
    Lauzon, D
    Riopel, D
    [J]. INTERNATIONAL JOURNAL OF FLEXIBLE MANUFACTURING SYSTEMS, 1996, 8 (03): : 247 - 262
  • [8] DYNAMIC DISPATCHING ALGORITHM FOR SCHEDULING MACHINES AND AUTOMATED GUIDED VEHICLES IN A FLEXIBLE MANUFACTURING SYSTEM
    SABUNCUOGLU, I
    HOMMERTZHEIM, DL
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1992, 30 (05) : 1059 - 1079
  • [9] A dispatching method for automated guided vehicles by using a bidding concept
    Jae Kook Lim
    Kap Hwan Kim
    Kazuho Yoshimoto
    Jun Ho Lee
    Teruo Takahashi
    [J]. OR Spectrum, 2003, 25 (1) : 25 - 44
  • [10] DISPATCHING AUTOMATED GUIDED VEHICLES CONSIDERING TRANSPORT LOAD TRANSFERS
    Boden, Patrick
    Rank, Sebastian
    Schmidt, Thorsten
    [J]. 2022 WINTER SIMULATION CONFERENCE (WSC), 2022, : 1437 - 1448
12345