Optimal plant layout design based on MASS algorithm

被引:0
|
作者
Khoshnevisan, M [1 ]
Bhattacharya, S [1 ]
机构
[1] Griffith Univ, Sch Accounting & Finance, Nathan, Qld 4111, Australia
关键词
assignment; entropy; neutrosophic statistics; Dezert-Smarandache combination rule;
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
In this paper we have proposed a semi-heuristic optimization algorithm for designing optimal plant layouts in process-focused manufacturing/service facilities. Our proposed algorithm marries the well-known CRAFT (Computerized Relative Allocation of Facilities Technique) with the Hungarian assignment algorithm. Being a semi-heuristic search, our algorithm is likely to be more efficient in terms of computer CPU engagement time as it tends to converge on the global optimum faster than the traditional CRAFT algorithm - a pure heuristic. We also present a numerical illustration of our algorithm. We also suggest an extension to the problem under study through the incorporation of principles of neutrosophic statistics.
引用
收藏
页码:1365 / 1370
页数:6
相关论文
共 50 条
  • [1] Improved Pattern Search Algorithm Based on Optimal Design of Fixture Locator Layout
    Guo, Hua
    Wang, Kedian
    Liu, Zhihui
    2013 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2013, : 1424 - 1428
  • [2] Optimal Design of Heliostat Field Layout Based on Improved Sparrow Search Algorithm
    Li, Weikun
    Huang, Longzhao
    Chen, Xiaojie
    Jia, Maoning
    Zhang, Wenhui
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, PT I, ICIC 2024, 2024, 14862 : 408 - 417
  • [3] Optimal design of wind farm layout using a biogeographical based optimization algorithm
    Pouraltafi-Kheljan, Soheil
    Azimi, Amirreza
    Mohammadi-ivatloo, Behnam
    Rasouli, Mohammad
    JOURNAL OF CLEANER PRODUCTION, 2018, 201 : 1111 - 1124
  • [4] A Genetic Algorithm Based Plant Layout Design Methodology Considering Piping and Safety
    Wu, Yan
    Wang, Yufei
    Feng, Xiao
    Feng, Shuo
    PRES2016: 19TH INTERNATIONAL CONFERENCE ON PROCESS INTEGRATION, MODELING AND OPTIMIZATION FOR ENERGY SAVINGS AND POLLUTION REDUCTION, 2016, 52 : 25 - 30
  • [6] EVOLUTIONARY DESIGN ALGORITHM FOR OPTIMAL LAYOUT OF TREE NETWORKS
    WALTERS, GA
    SMITH, DK
    ENGINEERING OPTIMIZATION, 1995, 24 (04) : 261 - 281
  • [7] Optimal design of anchor cables layout and length for slope reinforcement based on PSO algorithm
    Min Wang
    Zhenxing Lu
    Yanlin Zhao
    Wen Wan
    Arabian Journal of Geosciences, 2022, 15 (7)
  • [8] OPTIMAL PLANT LAYOUT DESIGN FOR PROCESS-FOCUSED SYSTEMS
    Khoshnevisan, M.
    Bhattacharya, Sukanto
    Smarandache, Florentin
    ADVANCES AND APPLICATIONS IN STATISTICS, 2005, 5 (02) : 197 - 208
  • [9] A Typical Manufacturing Plant Layout Design Using CRAFT Algorithm
    Prasad, Hari N.
    Rajyalakshmi, G.
    Reddy, Sreenivasulu A.
    12TH GLOBAL CONGRESS ON MANUFACTURING AND MANAGEMENT (GCMM - 2014), 2014, 97 : 1808 - 1814
  • [10] A genetic algorithm for optimal unequal-area block layout design
    Hernandez Gress, E. S.
    Mora-Vargas, J.
    Herrera del Canto, L. E.
    Diaz-Santillan, E.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2011, 49 (08) : 2183 - 2195