Solving Unequal-Area Dynamic Facility Layout Problems Based On Slicing Tree Representation and Simulated Annealing

被引:0
|
作者
Asl, Ali Derakhshan [1 ]
Wong, Kuan Yew [1 ]
机构
[1] Univ Teknol Malaysia, Fac Mech Engn, Dept Mfg & Ind Engn, Utm Skudai 81310, Johor, Malaysia
关键词
Unequal-area dynamic facility layout problem; slicing tree structure; simulated annealing; ALGORITHM; OPTIMIZATION; ENVIRONMENT; DESIGN;
D O I
10.1063/1.4915697
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Facility design problems relate to the location or design of facilities or departments in a given area. This study deal with unequal-area dynamic facility layout problems in order to minimize the sum of the shifting costs and the sum of the material handling costs. The slicing tree structure has not been applied to these problems so far. In this paper, unequal-area dynamic facility layout problems based on the slicing tree representation are investigated. Due to their complexity, they could not be solved within a reasonable computational time by exact methods when the number of departments increases. Hence, a simulated annealing approach is suggested for solving them. The simulated annealing approach is tested with some problem instances taken from the literature. According to the results, this algorithm generates better solutions in comparison with other methods.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] A Slicing Tree Representation and QCP-Model-Based Heuristic Algorithm for the Unequal-Area Block Facility Layout Problem
    Chang, Mei-Shiang
    Ku, Ting-Chen
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [2] Solving Unequal-Area Facility Layout Problems with Orbits in Fully Automatic System
    Hao, Xinru
    Qi, Mingyao
    [J]. 2018 IEEE 14TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2018, : 1183 - 1188
  • [3] Solving unequal-area static and dynamic facility layout problems using modified particle swarm optimization
    Asl, Ali Derakhshan
    Wong, Kuan Yew
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 2017, 28 (06) : 1317 - 1336
  • [4] Solving unequal-area static and dynamic facility layout problems using modified particle swarm optimization
    Ali Derakhshan Asl
    Kuan Yew Wong
    [J]. Journal of Intelligent Manufacturing, 2017, 28 : 1317 - 1336
  • [5] A combined zone-LP and simulated annealing algorithm for unequal-area facility layout problem
    Xiao, Y. J.
    Zheng, Y.
    Zhang, L. M.
    Kuo, Y. H.
    [J]. ADVANCES IN PRODUCTION ENGINEERING & MANAGEMENT, 2016, 11 (04): : 259 - 270
  • [6] Heuristics for the dynamic facility layout problem with unequal-area departments
    McKendall, Alan R., Jr.
    Hakobyan, Artak
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 201 (01) : 171 - 182
  • [7] Development of an optimisation model for unequal-area facility layout problems
    Bhuiyan T.H.
    Harun S.
    Azeem A.
    [J]. International Journal of Industrial and Systems Engineering, 2021, 37 (01) : 27 - 45
  • [8] A simulated annealing algorithm for unequal area dynamic facility layout problems with flexible bay structure
    Hunagund, Irappa Basappa
    Pillai, V. Madhusudanan
    Kempaiah, U. N.
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING COMPUTATIONS, 2018, 9 (03) : 307 - 330
  • [9] Genetic search for solving construction site-level unequal-area facility layout problems
    Li, H
    Love, PED
    [J]. AUTOMATION IN CONSTRUCTION, 2000, 9 (02) : 217 - 226
  • [10] Mathematical modeling and multi-start search simulated annealing for unequal-area facility layout problem
    Allahyari, Maral Zafar
    Azab, Ahmed
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 91 : 46 - 62