• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Li, Jingchen (Li, Jingchen.) | Tang, Jie (Tang, Jie.)

收录:

EI Scopus

摘要:

For better solving vehicle routing problem (VRP), the solution processes of three algorithms including ant colony, particle swarm optimization and simulated annealing are introduced and compared in performance. Three customer sizes of Solomon data set are selected to evaluate the solution performance of these algorithms. Results show that particle swarm optimization algorithm has unsatisfactory effects in capacitated vehicle routing problem (CVRP) of all scales. Simulated annealing algorithm could obtain the optimal solution in small and medium-size. Ant colony algorithm has the highest comprehensive evaluation for solving all sizes CVRP. The research results could provide reference value for selecting algorithms to solve VRP problem with volume constraints. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词:

Ant colony optimization Vehicle routing Simulated annealing Vehicle performance Particle swarm optimization (PSO) Routing algorithms

作者机构:

  • [ 1 ] [Li, Jingchen]Beijing University of Technology, 100 Pingleyuan, Beijing, China
  • [ 2 ] [Tang, Jie]Beijing University of Technology, 100 Pingleyuan, Beijing, China

通讯作者信息:

电子邮件地址:

查看成果更多字段

相关关键词:

相关文章:

来源 :

ISSN: 1876-1100

年份: 2023

卷: 1047 LNEE

页码: 909-915

语种: 英文

被引次数:

WoS核心集被引频次:

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 1

归属院系:

在线人数/总访问数:582/4955339
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司