Hybrid genetic algorithm for solving a class of stochastic location-routing problem

被引:0
|
作者
Song, R [1 ]
He, SW [1 ]
Zhao, Q [1 ]
Zhao, H [1 ]
机构
[1] Jiao Tong Univ, Sch Traff & Transportat, Beijing 100044, Peoples R China
来源
TRAFFIC AND TRANSPORTATION STUDIES, PROCEEDINGS | 2004年
关键词
location-routing problem; hybrid genetic algorithms-; heuristic solution; uncertain optimization; stochastic chance-constrained programming;
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 addresses the location-routing problem (LRP) with uncertain demands. A GA-based two phases simulation method has been designed for solving the problem. Based on the location phase of GA procedure, the inserting/swapping heuristic for routing phase has been merged into the GA to combine a hybrid solution. Experimental results show that the hybrid GA performs well both in quality and efficiency. Thus, an improving aided tool for better decision of uncertain LRP problem has been provided.
引用
收藏
页码:336 / 344
页数:9
相关论文
共 50 条
  • [1] A Hybrid Genetic Algorithm for the Location-Routing Problem with Simultaneous Pickup and Delivery
    Karaoglan, Ismail
    Altiparmak, Fulya
    INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, 2011, 10 (01): : 24 - 33
  • [2] GENETIC ALGORITHM FOR THE CONTINUOUS LOCATION-ROUTING PROBLEM
    Rybickova, A.
    Mockova, D.
    Teichmann, D.
    NEURAL NETWORK WORLD, 2019, 29 (03) : 173 - 187
  • [3] Research on Hybrid Immune Algorithm for Solving the Location-Routing Problem With Simultaneous Pickup and Delivery
    Wang, Xiaowei
    JOURNAL OF CASES ON INFORMATION TECHNOLOGY, 2022, 24 (05)
  • [4] Solving the capacitated location-routing problem
    Prodhon, Caroline
    4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2007, 5 (04): : 339 - 342
  • [5] Solving the capacitated location-routing problem
    Caroline Prodhon
    4OR, 2007, 5 : 339 - 342
  • [6] Solving the dynamic capacitated location-routing problem with fuzzy demands by hybrid heuristic algorithm
    Nadizadeh, Ali
    Nasab, Hasan Hosseini
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2014, 238 (02) : 458 - 470
  • [7] Solving a Variant of the Hub Location-Routing Problem
    Lopes, Mauro Cardoso
    de Queiroz, Thiago Alves
    de Andrade, Carlos Eduardo
    Miyazawa, FlavioKeidi
    LISS 2014, 2015, : 395 - 400
  • [8] A two-phase hybrid heuristic algorithm for the capacitated location-routing problem
    Escobar, John Willmer
    Linfati, Rodrigo
    Toth, Paolo
    COMPUTERS & OPERATIONS RESEARCH, 2013, 40 (01) : 70 - 79
  • [9] A hybrid simulated annealing based heuristic for solving the location-routing problem with fuzzy demands
    Ghaffari-Nasab, N.
    Ahari, S. Ghazanfar
    Ghazanfari, M.
    SCIENTIA IRANICA, 2013, 20 (03) : 919 - 930
  • [10] A Modified Genetic Algorithm Initializing for Location-routing Problems
    Buakla, Apichat
    Tanratanawong, Sirichai
    Pravesjit, Sakkayaphop
    2018 1ST INTERNATIONAL ECTI NORTHERN SECTION CONFERENCE ON ELECTRICAL, ELECTRONICS, COMPUTER AND TELECOMMUNICATIONS ENGINEERING (ECTI-NCON, 2018, : 156 - 159