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同时送取货车辆路径问题算法研究综述

王科峰 叶春明 李永林

计算机应用研究2013,Vol.30Issue(2):334-340,7.
计算机应用研究2013,Vol.30Issue(2):334-340,7.DOI:10.3969/j.issn.1001-3695.2013.02.004

同时送取货车辆路径问题算法研究综述

Algorithm review of vehicle routing problem with simultaneous delivery and pickup

王科峰 1叶春明 2李永林1

作者信息

  • 1. 上海理工大学管理学院,上海200093
  • 2. 河南理工大学能源科学与工程学院,河南焦作454000
  • 折叠

摘要

Abstract

This paper gave a review about the algorithms for the vehicle routing problem with simultaneous delivery and pickup (VRPSDP). It divided the solving methods into four main classes; exact algorithm, constructive heuristics algorithm, meta-heuristics algorithm, and parallel algorithm. It also gave the detail introductions of the algorithms from the principle, performance, application environment, and the differences between them. In the end, it introduced the significance of the algorithm research of VRPSDP in the theory development of the vehicle routing problem with node having double demands. After that, it proposed two research directions in the future, which were parallel metaheuristics based on multiple processors, and the effec-tive hybrid algorithm such as quantum-behaved particle swarm optimization.

关键词

车辆路径问题/同时送取货/精确算法/构造型启发式算法/现代启发式算法/并行算法

Key words

vehicle routing problem/ simultaneous delivery and pickup/ exact algorithm/ constructive heuristic algorithm/mordern metaheuristics algorithm/ parallel algorithm

分类

数理科学

引用本文复制引用

王科峰,叶春明,李永林..同时送取货车辆路径问题算法研究综述[J].计算机应用研究,2013,30(2):334-340,7.

基金项目

国家教育部人文社会科学规划基金资助项目(10YJA630187) (10YJA630187)

高等学校博士点基金资助项目(20093120110008) (20093120110008)

河南省自然科学基金资助项目(122300410347) (122300410347)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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