Optimization of special vehicle routing problem based on ant colony system

被引:0
|
作者
Liu, Xia [1 ]
Qi, Huan
Chen, Yingchun
机构
[1] Huazhong Univ Sci & Technol, Dept Control Sci & Engn, Wuhan 430074, Peoples R China
[2] Jianghan Univ, Sch Phys & Informat Engn, Wuhan 430056, Peoples R China
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In emergent airdropping, there are some special requirements for the vehicle routing problem. The airdropping personnel and equipment, geographically scattered, should be delivered simultaneously to an assigned place by a fleet of vehicles as soon as possible. In this case the objective is not to minimize the total distance traveled or the number of vehicles as usual, but to minimize the time of all personnel and equipment delivered with a given vehicle number. Ant colony system with maximum-minimum limit is adopted to solve these problems. The distance of each route is computed and the route with maximum distance is chosen. The objective is to minimize the maximum distance. The algorithm is implemented and tested on some instances. The results demonstrate the effectiveness of the method.
引用
收藏
页码:1228 / 1233
页数:6
相关论文
共 50 条
  • [31] Time dependent vehicle routing problem with a multi ant colony system
    Donati, Alberto V.
    Montemanni, Roberto
    Casagrande, Norman
    Rizzoll, Andrea E.
    Gambardella, Luca M.
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 185 (03) : 1174 - 1191
  • [32] A METAHEURISTIC METHOD FOR VEHICLE ROUTING PROBLEM BASED ON IMPROVED ANT COLONY OPTIMIZATION AND TABU SEARCH
    Lai, Mingyong
    Tong, Xiaojiao
    [J]. JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2012, 8 (02) : 469 - 484
  • [33] A Robust Multiple Ant Colony System for the Capacitated Vehicle Routing Problem
    Toklu, N. E.
    Montemanni, R.
    Gambardella, L. M.
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 1871 - 1876
  • [34] Adaptive Ant Colony Optimization With Node Clustering for the Multidepot Vehicle Routing Problem
    Stodola, Petr
    Nohel, Jan
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2023, 27 (06) : 1866 - 1880
  • [35] An Ant Colony Optimization Method for the Capacitated Vehicle Routing Problem with Stochastic Demands
    Janjarassuk, Udom
    Masuchun, Ruedee
    [J]. 2016 20TH INTERNATIONAL COMPUTER SCIENCE AND ENGINEERING CONFERENCE (ICSEC), 2016,
  • [36] Development of Ant Colony Optimization Algorithm for Green Capacitated Vehicle Routing Problem
    Adhitama, Lukman
    Kurniawati, Dwi Agustina
    [J]. JOURNAL OF ADVANCED MANUFACTURING SYSTEMS, 2023, 22 (02) : 307 - 322
  • [37] A dynamic space reduction ant colony optimization for capacitated vehicle routing problem
    Cai, Jinsi
    Wang, Peng
    Sun, Siqing
    Dong, Huachao
    [J]. SOFT COMPUTING, 2022, 26 (17) : 8745 - 8756
  • [38] A dynamic space reduction ant colony optimization for capacitated vehicle routing problem
    Jinsi Cai
    Peng Wang
    Siqing Sun
    Huachao Dong
    [J]. Soft Computing, 2022, 26 : 8745 - 8756
  • [39] Multiple ant colony optimization for a rich vehicle routing problem: A case study
    Pellegrini, Paola
    Favaretto, Daniela
    Moretti, Elena
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS: KES 2007 - WIRN 2007, PT II, PROCEEDINGS, 2007, 4693 : 627 - 634
  • [40] Hybrid ant colony optimization algorithm for two echelon vehicle routing problem
    Wang Meihua
    Tian Xuhong
    Chang Shan
    Wu Shumin
    [J]. CEIS 2011, 2011, 15