A hybrid GRASP/VND heuristic for the one-commodity pickup-and-delivery traveling salesman problem

被引:59
|
作者
Hernandez-Perez, Hipolito [1 ]
Rodriguez-Martin, Inmaculada [1 ]
Jose Salazar-Gonzalez, Juan [1 ]
机构
[1] Univ La Laguna, Fac Matemat, DEIOC, Tenerife 38271, Spain
关键词
Pickup and delivery; Traveling salesman problem; Hybrid heuristic; GRASP; VND; ALGORITHM;
D O I
10.1016/j.cor.2008.03.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We address in this paper the one-commodity pickup-and-delivery traveling salesman problem, which is characterized by a set of customers, each or them Supplying (pickup customer) or demanding (delivery customer) a given amount of a single product. The objective is to design a minimum cost Hamiltonian route for a capacitated vehicle in order to transport the product from the pickup to the delivery customers, The vehicle starts the route from a depot, and its initial load also has to be determined. We propose a hybrid algorithm that combines the GRASP and VND metaheuristics. Our heuristic is compared with other approximate algorithms described in Hernandez-Perez and Salazar-Gonzalez Heuristics for the one-commodity pickup-and-delivery traveling salesman problem. Transportation Science 2004:38:245-55]. Computational experiments on benchmark instances reveal that Our hybrid method yields better results than the previously proposed approaches. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1639 / 1645
页数:7
相关论文
共 50 条
  • [1] Heuristics for the one-commodity pickup-and-delivery traveling salesman problem
    Hernández-Pérez, H
    Salazar-González, JJ
    [J]. TRANSPORTATION SCIENCE, 2004, 38 (02) : 245 - 255
  • [2] On the one-commodity pickup-and-delivery traveling salesman problem with stochastic demands
    Louveaux, Francois
    Salazar-Gonzalez, Juan-Jose
    [J]. MATHEMATICAL PROGRAMMING, 2009, 119 (01) : 169 - 194
  • [3] On the one-commodity pickup-and-delivery traveling salesman problem with stochastic demands
    François Louveaux
    Juan-José Salazar-González
    [J]. Mathematical Programming, 2009, 119 : 169 - 194
  • [4] The one-commodity pickup-and-delivery traveling salesman problem:: Inequalities and algorithms
    Hernandez-Perez, Hipolito
    Salazar-Gonzalez, Juan-Jose
    [J]. NETWORKS, 2007, 50 (04) : 258 - 272
  • [5] Genetic algorithm for the one-commodity pickup-and-delivery traveling salesman problem
    Zhao, Fanggeng
    Li, Sujian
    Sun, Jiangsheng
    Mei, Dong
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 56 (04) : 1642 - 1648
  • [6] The one-commodity pickup-and-delivery Travelling Salesman Problem
    Hernández-Pérez, H
    Salazar-González, JJ
    [J]. COMBINATORIAL OPTIMIZATION - EUREKA, YOU SHRINK: PAPERS DEDICATED TO JACK EDMONDS, 2003, 2570 : 89 - 104
  • [7] Heuristic algorithm for the Split-Demand One-Commodity Pickup-and-Delivery Travelling Salesman Problem
    Hernandez-Perez, Hipolito
    Jose Salazar-Gonzalez, Juan
    Santos-Hernandez, Beatriz
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2018, 97 : 1 - 17
  • [8] A hybrid heuristic approach for the multi-commodity pickup-and-delivery traveling salesman problem
    Hernandez-Perez, Hipolito
    Rodriguez-Martin, Inmaculada
    Salazar-Gonzalez, Juan-Jose
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 251 (01) : 44 - 52
  • [9] A hybrid heuristic approach for the multi-commodity one-to-one pickup-and-delivery traveling salesman problem
    Inmaculada Rodríguez-Martín
    Juan José Salazar-González
    [J]. Journal of Heuristics, 2012, 18 : 849 - 867
  • [10] A hybrid heuristic approach for the multi-commodity one-to-one pickup-and-delivery traveling salesman problem
    Rodriguez-Martin, Inmaculada
    Jose Salazar-Gonzalez, Juan
    [J]. JOURNAL OF HEURISTICS, 2012, 18 (06) : 849 - 867