An assignment-based local search method for solving vehicle routing problems

被引:10
|
作者
Zeng, L [1 ]
Ong, HL [1 ]
Ng, KM [1 ]
机构
[1] Natl Univ Singapore, Dept Ind & Syst Engn, Singapore 119260, Singapore
关键词
vehicle routing problem; heuristic; metaheuristic; assignment problem;
D O I
10.1142/S0217595905000479
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we propose an assignment-based local search method for solving vehicle routing problems. This method is a multi-route improvement algorithm that can operate on several routes at a time. To evaluate the performance of the proposed method, extensive computational experiments on the proposed method applied to a set of benchmark problems are carried out. The results show that the proposed method, when coupled with metaheuristics such as simulated annealing, is comparable with other efficient heuristic methods proposed in the literature.
引用
收藏
页码:85 / 104
页数:20
相关论文
共 50 条
  • [1] A generalized crossing local search method for solving vehicle routing problems
    Zeng, L.
    Ong, H. L.
    Ng, K. M.
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2007, 58 (04) : 528 - 532
  • [2] An assignment-based heuristic for vehicle routing with time windows
    George Ioannou
    Manolis N. Kritikos
    Gregory P. Prastacos
    [J]. Operational Research, 2008, 8 (3) : 219 - 233
  • [3] New assignment-based neighborhoods for traveling salesman and routing problems
    Glover, Fred
    Rego, Cesar
    [J]. NETWORKS, 2018, 71 (03) : 170 - 187
  • [4] Two-Stage Iterated Local Search for Solving Capacitated Vehicle Routing Problems
    Yeh, Chun-Chao
    Liu, Da-Yuan
    Liao, Yan-Kai
    [J]. 2016 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C), 2016, : 45 - 48
  • [5] Efficient local search limitation strategies for vehicle routing problems
    Nagata, Yuichi
    Braysy, Olli
    [J]. EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, PROCEEDINGS, 2008, 4972 : 48 - +
  • [6] A population-based local search for solving a bi-objective vehicle routing problem
    Pasia, Joseph M.
    Doerner, Karl F.
    Hartl, Richard F.
    Reimann, Marc
    [J]. EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, PROCEEDINGS, 2007, 4446 : 166 - +
  • [7] Population-Based Iterated Local Search Approach for Dynamic Vehicle Routing Problems
    Sabar, Nasser R.
    Goh, Say Leng
    Turky, Ayad
    Kendall, Graham
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 19 (04) : 2933 - 2943
  • [8] Iterated fast local search algorithm for solving quadratic assignment problems
    Ramkumar, A. S.
    Ponnambalam, S. G.
    Jawahar, N.
    Suresh, R. K.
    [J]. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2008, 24 (03) : 392 - 401
  • [9] A Two-Step Local Search Enhancement with the Novel Solution Representation for Solving Capacitated Vehicle Routing Problems
    Hosna, Asma Ull
    Ahmed, A. K. M. Foysal
    Sun, Ji Ung
    [J]. ADVANCED SCIENCE LETTERS, 2019, 25 (01) : 95 - 99
  • [10] A new method for solving routing and wavelength assignment problems in optical networks
    Guan, Xiaohong
    Guo, Sangang
    Zhai, Qiaozhu
    Gong, Weibo
    Qiao, Chunming
    [J]. JOURNAL OF LIGHTWAVE TECHNOLOGY, 2007, 25 (08) : 1895 - 1909