A Large Neighbourhood Search to Solve Capacitated Planar Location-Allocation Problem

被引:1
|
作者
Luis, Martino [1 ]
Lamsali, Hendrik [2 ]
Saputra, Ruswiati Surya [1 ]
机构
[1] Univ Utara Malaysia, Othman Yeop Abdullah Grad Sch Business, Sintok 06010, Kedah Darul Ama, Malaysia
[2] Univ Utara Malaysia, Sch Technol Management & Logist, Sintok 06010, Kedah Darul Ama, Malaysia
关键词
capacitated planar location; large neighbourhood search; heuristics; MULTISOURCE WEBER PROBLEM; HEURISTIC METHODS; ALGORITHMS;
D O I
10.1063/1.4903646
中图分类号
O59 [应用物理学];
学科分类号
摘要
This paper presents a large neighbourhood search for solving the planar location-allocation problem. This location-allocation problem entails to find the location of specified number of facilities on a plane and their customer allocations on a plane. It is generally assumed that all facilities have the same given capacity. A greedy algorithm is used to generate initial solutions and then an exchange neighbourhood procedure is put forward to explore large neighbourhood heuristically. The experiments are conducted to assess the performance of the proposed method using benchmark data sets taken from the facility location literature. The preliminary computational results show that the proposed methods provide competitive results when compared to the best known results from the literature. Some future research investigations on this capacitated planar location problem are also briefly highlighted.
引用
收藏
页码:620 / 628
页数:9
相关论文
共 50 条
  • [21] Modeling and solving a capacitated stochastic location-allocation problem using sub-sources
    Alizadeh, Morteza
    Mahdavi-Amiri, Nezam
    Shiripour, Saber
    SOFT COMPUTING, 2016, 20 (06) : 2261 - 2280
  • [22] Modeling and solving a capacitated stochastic location-allocation problem using sub-sources
    Morteza Alizadeh
    Nezam Mahdavi-Amiri
    Saber Shiripour
    Soft Computing, 2016, 20 : 2261 - 2280
  • [23] Hybrid large neighbourhood search algorithm for capacitated vehicle routing problem
    Akpinar, Sener
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 61 : 28 - 38
  • [25] Analyzing Geographic Representation Error in Capacitated Location-Allocation Modeling
    Robert G. Cromley
    Richard D. Mrozinski
    Networks and Spatial Economics, 2002, 2 (1) : 65 - 78
  • [26] A queuing location-allocation model for a capacitated health care system
    Pouraliakbarimamaghani, M.
    Mohammadi, M.
    Mirzazadeh, A.
    SCIENTIA IRANICA, 2017, 24 (02) : 751 - 764
  • [27] The police vehicle location-allocation problem
    Sher, M.
    Adler, N.
    Hakkert, A. S.
    Ben-Nun, A.
    INTERNATIONAL CONFERENCE ON INDUSTRIAL LOGISTICS (ICIL 2008): LOGISTICS IN A FLAT WORLD: STRATEGY, MANAGEMENT AND OPERATIONS, 2008, : 52 - 60
  • [28] A location-allocation problem with concentric circles
    Brimberg, Jack
    Drezner, Zvi
    IIE TRANSACTIONS, 2015, 47 (12) : 1397 - 1406
  • [29] LOCATION-ALLOCATION PROBLEM OF MULTIPERSON FACILITY
    OHSAWA, Y
    SUZUKI, A
    JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN, 1987, 30 (03) : 368 - 395
  • [30] A Nonlinear Model for a Capacitated Location-allocation Problem with Bernoulli Demand using Sub-sources
    Alizadeh, M.
    Mahdavi, I.
    Shiripour, S.
    Asadi, H.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2013, 26 (09): : 1007 - 1016