A simulated annealing algorithm for dynamic layout problem

被引:143
|
作者
Baykasoglu, A [1 ]
Gindy, NNZ
机构
[1] Univ Gaziantep, Dept Ind Engn, TR-27310 Gaziantep, Turkey
[2] Univ Nottingham, Dept Mfg Engn & Operat Management, Nottingham NG7 2RD, England
关键词
simulated annealing; dynamic layout; optimization;
D O I
10.1016/S0305-0548(00)00049-6
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Increased level of volatility in today's manufacturing world demanded new approaches for modelling and solving many of its well-known problems like the facility layout problem. Over a decade ago Rosenblatt published a key paper on modelling and solving dynamic version of the facility layout problems. Since then various other researchers proposed new and improved models and algorithms to solve the problem. Balakrishnan and Cheng have recently published a comprehensive review of the literature about this subject. The problem was defined as a complex combinatorial optimisation problem. The efficiency of SA in solving combinatorial. optimisation problems is very well known. However, it has recently not been applied to DLP based on the review of the available literature. In this research paper a SA-based procedure for DLP is developed and results for test problems are reported.
引用
收藏
页码:1403 / 1426
页数:24
相关论文
共 50 条
  • [31] A HYBRID METHODOLOGY BASED ON DYNAMIC PROGRAMMING AND SIMULATED ANNEALING FOR SOLVING AN INTEGRATED CELL FORMATION AND LAYOUT PROBLEM
    Mohammadi, Mohammad
    Forghani, Kamran
    ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2016, 50 (02): : 263 - 280
  • [32] Testing a simulated annealing algorithm in a classification problem
    Luebke, K
    Weihs, C
    STOCHASTIC ALGORITHMS: FOUNDATIONS AND APPLICATIONS, 2003, 2827 : 61 - 70
  • [33] Simulated annealing algorithm for balanced allocation problem
    R. Rajesh
    S. Pugazhendhi
    K. Ganesh
    The International Journal of Advanced Manufacturing Technology, 2012, 61 : 431 - 440
  • [34] Simulated annealing algorithm for balanced allocation problem
    Rajesh, R.
    Pugazhendhi, S.
    Ganesh, K.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2012, 61 (5-8): : 431 - 440
  • [35] A simulated annealing algorithm for the circles packing problem
    Zhang, DF
    Huang, WQ
    COMPUTATIONAL SCIENCE - ICCS 2004, PT 1, PROCEEDINGS, 2004, 3036 : 206 - 214
  • [36] A simulated annealing algorithm for dynamic document retrieval
    Malmborg, CJ
    INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2003, 10 (02): : 115 - 125
  • [37] EXPERIMENTAL-ANALYSIS OF SIMULATED ANNEALING BASED ALGORITHMS FOR THE LAYOUT PROBLEM
    HERAGU, SS
    ALFA, AS
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 57 (02) : 190 - 202
  • [38] Solving multi objective facility layout problem by modified simulated annealing
    Matai, Rajesh
    APPLIED MATHEMATICS AND COMPUTATION, 2015, 261 : 302 - 311
  • [39] Simulated Annealing Algorithm for Wind Farm Layout Optimization: A Benchmark Study
    Yang, Kyoungboo
    Cho, Kyungho
    ENERGIES, 2019, 12 (23)
  • [40] A simulated annealing algorithm based on parallel cluster for engineering layout design
    Li, Nan
    Cha, Jianzhong
    Lu, Yiping
    Li, Gang
    COMPLEX SYSTEMS CONCURRENT ENGINEERING: COLLABORATION, TECHNOLOGY INNOVATION AND SUSTAINABILITY, 2007, : 83 - +