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

被引:60
|
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
  • [41] A branch-and-cut algorithm for the one-commodity pickup and delivery location routing problem
    Dominguez-Martin, Bencomo
    Hernandez-Perez, Hipolito
    Riera-Ledesma, Jorge
    Rodriguez-Martin, Inmaculada
    COMPUTERS & OPERATIONS RESEARCH, 2024, 161
  • [42] A hybrid heuristic for the traveling salesman problem
    Baraglia, R
    Hidalgo, JI
    Perego, R
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2001, 5 (06) : 613 - 622
  • [43] The single-vehicle two-echelon one-commodity pickup and delivery problem
    Hernandez-Perez, Hipolito
    Landete, Mercedes
    Rodriguez-Martin, Inmaculada
    COMPUTERS & OPERATIONS RESEARCH, 2021, 127
  • [44] Perturbation heuristics for the pickup and delivery traveling salesman problem
    Renaud, J
    Boctor, FF
    Laporte, G
    COMPUTERS & OPERATIONS RESEARCH, 2002, 29 (09) : 1129 - 1141
  • [45] AN ALGORITHM FOR THE TRAVELING SALESMAN PROBLEM WITH PICKUP AND DELIVERY CUSTOMERS
    KALANTARI, B
    HILL, AV
    ARORA, SR
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1985, 22 (03) : 377 - 386
  • [46] The pickup and delivery traveling salesman problem with handling costs
    Veenstra, Marjolein
    Roodbergen, Kees Jan
    Vis, Iris F. A.
    Coelho, Leandro C.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 257 (01) : 118 - 132
  • [47] On the one-to-one pickup-and-delivery problem with time windows and trailers
    Drexl, Michael
    CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2021, 29 (03) : 1115 - 1162
  • [48] A hybrid GRASP and VND heuristic for vehicle routing problem with dynamic requests
    Chen, Shifeng
    Yin, Yanlan
    Sang, Haitao
    Deng, Wu
    EGYPTIAN INFORMATICS JOURNAL, 2025, 29
  • [49] On the one-to-one pickup-and-delivery problem with time windows and trailers
    Michael Drexl
    Central European Journal of Operations Research, 2021, 29 : 1115 - 1162
  • [50] A Hybrid Heuristic Algorithm for the Euclidean Traveling Salesman Problem
    Singh, Dharm Raj
    Singh, Manoj Kumar
    Singh, Tarkeshwar
    2015 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION & AUTOMATION (ICCCA), 2015, : 773 - 778