ILS Metaheuristic to solve the Periodic Vehicle Routing Problem

被引:0
作者
Tenahua, A. [1 ]
Olivares-Benitez, E. [2 ]
Diana, Sanchez-Partida [1 ]
Caballero-Morales, S. O. [1 ]
机构
[1] UPAEP, Ctr Interdisciplinario Posgrad, Puebla, Mexico
[2] Univ Panamericana, Fac Ingn, Guadalajara, Jalisco, Mexico
来源
INTERNATIONAL JOURNAL OF COMBINATORIAL OPTIMIZATION PROBLEMS AND INFORMATICS | 2018年 / 9卷 / 03期
关键词
Periodic Vehicle Routing Problem; Iterated Local Search; Two-Opt; Clarke & Wright Savings Algorithm;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This article presents a methodology for solving the Periodic Vehicle Routing Problem (PVRP) with an Iterated Local Search Metaheuristic (ILS). The problem is solved in two phases: the first step is to assign days of visit to each customer, and in the second step to determine the routes that each vehicle must perform each day. The heuristic for a local improvement in ILS is Clarke & Wright Heuristic, and perturbation is made on the days of visit assigned to some customers. The instances generated by Cordeau for PVRP with 51, 102 and 153 customers are used. The results are compared to the best-known solutions. The gap between the results presented by the proposed metaheuristic range from 15% to 5% above the best known solutions. The time to find the solutions with the proposed metaheuristic goes from 6.76 seconds for instances of 51customers, to 172.09 seconds for instances of 153 customers.
引用
收藏
页码:55 / 63
页数:9
相关论文
共 35 条
  • [1] Abreu R., 2015, S LATINOAMERICANO IN, P1
  • [2] The Flexible Periodic Vehicle Routing Problem
    Archetti, Claudia
    Fernandez, Elena
    Huerta-Munoz, Diana L.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2017, 85 : 58 - 70
  • [3] Baker E. K., 1986, American Journal of Mathematical and Management Sciences, V6, P261
  • [4] Ballou R., 1998, J BUSINESS LOGISTICS, V9, P51
  • [5] SWARM INTELLIGENCE: APPLICATION OF THE ANT COLONY OPTIMIZATION ALGORITHM TO LOGISTICS-ORIENTED VEHICLE ROUTING PROBLEMS
    Bell, John E.
    Griffis, Stanley E.
    [J]. JOURNAL OF BUSINESS LOGISTICS, 2010, 31 (02) : 157 - 175
  • [6] Bernabe Loranca Maria Beatriz, 2016, International Journal of Applied Logistics, V6, P1, DOI 10.4018/IJAL.2016010101
  • [7] A set-covering based heuristic algorithm for the periodic vehicle routing problem
    Cacchiani, V.
    Hemmelmayr, V. C.
    Tricoire, F.
    [J]. DISCRETE APPLIED MATHEMATICS, 2014, 163 : 53 - 64
  • [8] AN IMPROVED HEURISTIC FOR THE PERIOD VEHICLE-ROUTING PROBLEM
    CHAO, IM
    GOLDEN, BL
    WASIL, E
    [J]. NETWORKS, 1995, 26 (01) : 25 - 44
  • [9] Iterated variable neighborhood descent algorithm for the capacitated vehicle routing problem
    Chen, Ping
    Huang, Hou-kuan
    Dong, Xing-Ye
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (02) : 1620 - 1627
  • [10] THE PERIOD ROUTING PROBLEM
    CHRISTOFIDES, N
    BEASLEY, JE
    [J]. NETWORKS, 1984, 14 (02) : 237 - 256