A heuristics for the vehicle routing problem in a package reuse system using the column generation method

被引:0
|
作者
Ishihara, Yoshiaki [1 ]
Hiraki, Shusaku [2 ]
机构
[1] Oshima College of Maritime Technology
[2] Hiroshima Shudo University
关键词
Environmental protection - Heuristic methods - Lagrange multipliers - Numerical analysis - Problem solving - Waste utilization;
D O I
暂无
中图分类号
学科分类号
摘要
This paper aims to propose the heuristics for a vehicle routing problem in a package reuse system. Recently, from the viewpoint of environmental protection, many manufacturers construct reuse and/or recycling systems for disposed products. With the operations of reuse and/or recycling systems, effective systems for reverse logistics where disposed products are collected from customers are needed. In this paper, a vehicle routing problem for a package reuse system is considered, where disposed packages are transported by filling the empty capacities of many vehicles traveling to pick-up destinations or returning to their points of origin. We formulate a vehicle routing model for a mathematical programming problem, which maximizes the total transportation quantity of disposed packages, propose a heuristics using the column generation method for solving a Lagrangian dual, and clarify the effectiveness of the proposed heuristics using some numerical examples.
引用
收藏
页码:59 / 67
相关论文
共 50 条
  • [21] REFINEMENTS OF THE COLUMN GENERATION PROCESS FOR THE VEHICLE ROUTING PROBLEM WITH TIME WINDOWS
    Jesper LARSEN
    JournalofSystemsScienceandSystemsEngineering, 2004, (03) : 326 - 341
  • [22] A column generation algorithm for the vehicle routing problem with soft time windows
    Federico Liberatore
    Giovanni Righini
    Matteo Salani
    4OR, 2011, 9 : 49 - 82
  • [23] A specialized column generation approach for a vehicle routing problem with demand allocation
    Ghoniem, A.
    Scherrer, C. R.
    Solak, S.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2013, 64 (01) : 114 - 124
  • [24] A column generation approach for a multi-attribute vehicle routing problem
    Dayarian, Iman
    Crainic, Teodor Gabriel
    Gendreau, Michel
    Rei, Walter
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 241 (03) : 888 - 906
  • [25] Selection and Generation Hyper-heuristics for Solving the Vehicle Routing Problem with Time Windows
    Espinoza-Nevarez, David
    Carlos Ortiz-Bayliss, Jose
    Terashima-Marin, Hugo
    Gatica, Gustavo
    PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'16 COMPANION), 2016, : 139 - 140
  • [26] A library of local search heuristics for the vehicle routing problem
    Groër C.
    Golden B.
    Wasil E.
    Mathematical Programming Computation, 2010, 2 (02) : 79 - 101
  • [27] Evolution of Vehicle Routing Problem Heuristics with Genetic Programming
    Gulic, Matija
    Jakobovic, Domagoj
    2013 36TH INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2013, : 988 - 992
  • [28] Heuristics for the robust vehicle routing problem with time windows
    Braaten, Simen
    Gjonnes, Ola
    Hvattum, Lars Magnus
    Tirado, Gregorio
    EXPERT SYSTEMS WITH APPLICATIONS, 2017, 77 : 136 - 147
  • [29] Comparing descent heuristics and metaheuristics for the vehicle routing problem
    Van Breedam, A
    COMPUTERS & OPERATIONS RESEARCH, 2001, 28 (04) : 289 - 315
  • [30] Comparing descent heuristics and metaheuristics for the vehicle routing problem
    Van Breedam, Alex
    Computers and Operations Research, 2001, 28 (04): : 289 - 315