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
  • [41] Solving the capacitated location-routing problem by a cooperative lagrangean relaxation-granular tabu search heuristic
    Prins, Christian
    Prodhon, Caroline
    TRANSPORTATION SCIENCE, 2007, 41 (04) : 470 - 483
  • [42] Location-routing problem in multimodal transportation network with time windows and fuzzy demands: Presenting a two-part genetic algorithm
    Fazayeli, Saeed
    Eydi, Alireza
    Kamalabadi, Isa Nakhai
    COMPUTERS & INDUSTRIAL ENGINEERING, 2018, 119 : 233 - 246
  • [43] A Novel Data-Driven Approach for Solving the Electric Vehicle Charging Station Location-Routing Problem
    Hung, Ying-Chao
    Michailidis, George
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (12) : 23858 - 23868
  • [44] A Bilevel Genetic Algorithm for a real life location routing problem
    Marinakis, Yannis
    Marinaki, Magdalene
    INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS, 2008, 11 (01) : 49 - 65
  • [45] A Branch-and-Cut method for the Capacitated Location-Routing Problem
    Belenguer, Jose-Manuel
    Benavent, Enrique
    Prins, Christian
    Prodhon, Caroline
    Calvo, Roberto Wolfler
    COMPUTERS & OPERATIONS RESEARCH, 2011, 38 (06) : 931 - 941
  • [46] A column generation approach for the location-routing problem with time windows
    Farham, Mohammad Saleh
    Sural, Haldun
    Iyigun, Cem
    COMPUTERS & OPERATIONS RESEARCH, 2018, 90 : 249 - 263
  • [47] Multi-products Location-Routing problem with Pickup and Delivery
    Rahmani, Younes
    Oulamara, Ammar
    Cherif, Wahiba Ramdane
    2013 INTERNATIONAL CONFERENCE ON ADVANCED LOGISTICS AND TRANSPORT (ICALT), 2013, : 115 - 122
  • [48] Green logistics location-routing problem with eco-packages
    Wang, Yong
    Peng, Shouguo
    Zhou, Xuesong
    Mahmoudi, Monirehalsadat
    Zhen, Lu
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2020, 143 (143)
  • [49] An Effective Variable Neighborhood Search with Perturbation for Location-Routing Problem
    Jiang, Hua
    Lucet, Corinne
    Devendeville, Laure
    Li, Chu-Min
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2019, 28 (07)
  • [50] Two effective simulated annealing algorithms for the Location-Routing Problem
    Ferreira, Kamyla Maria
    de Queiroz, Thiago Alves
    APPLIED SOFT COMPUTING, 2018, 70 : 389 - 422