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作者:

Wang, Chao (Wang, Chao.) | Gao, Yang (Gao, Yang.) | Liu, Chao (Liu, Chao.) (学者:刘超)

收录:

EI Scopus CSCD CSSCI

摘要:

To solve the truck and trailer routing problem (TTRP), an iterated variable neighborhood descent (IVND) algorithm was proposed. First, the T-cluster heuristic was implemented for generating an initial solution. Next, a VND based on multi-operator optimization was developed. In VND, the restricted neighborhood was introduced based on the idea of granular neighborhoods, and a perturbation strategy had been designed by switch-vehicle-type operator to help optimization escape from local minima. Computational results are reported for 21 test problems with 50~199 customers from Chao's benchmark and the results indicate that the proposed IVND algorithm could converge to the satisfactory solutions within the shortest computational time. In addition, the IVND is flexible, efficient and easy to implement, and could be extended to handle other variants of vehicle routing problem and other combinatorial optimization problem. © 2018, Editorial Board of Journal of Systems Engineering Society of China. All right reserved.

关键词:

Combinatorial optimization Optimization Truck trailers Truck transportation Vehicle routing

作者机构:

  • [ 1 ] [Wang, Chao]College of Economics and Management, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Wang, Chao]Research Base of Beijing Modern Manufacturing Development, Beijing; 100124, China
  • [ 3 ] [Wang, Chao]Departments of Physics, Boston University, Boston; 02215, United States
  • [ 4 ] [Gao, Yang]College of Economics and Management, Beijing University of Technology, Beijing; 100124, China
  • [ 5 ] [Gao, Yang]Research Base of Beijing Modern Manufacturing Development, Beijing; 100124, China
  • [ 6 ] [Liu, Chao]College of Economics and Management, Beijing University of Technology, Beijing; 100124, China
  • [ 7 ] [Liu, Chao]Research Base of Beijing Modern Manufacturing Development, Beijing; 100124, China

通讯作者信息:

  • [gao, yang]college of economics and management, beijing university of technology, beijing; 100124, china;;[gao, yang]research base of beijing modern manufacturing development, beijing; 100124, china

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来源 :

System Engineering Theory and Practice

ISSN: 1000-6788

年份: 2018

期: 11

卷: 38

页码: 2892-2906

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 4

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:

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