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作者:

Hu, H. (Hu, H..) | Guo, S. (Guo, S..) | Ma, H. (Ma, H..) (学者:马赫) | Li, J. (Li, J..) | Li, X. (Li, X..)

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Scopus

摘要:

Hazardous materials are harmful to environment and human health due to their toxic ingredients. It is very important to intensify efforts in the safety management of hazardous materials, and fundamentally prevent and reduce accidents. In this study, we consider a time-dependent hazardous materials vehicle routing problem in a two-echelon supply chain system. The goal is to determine the departure time and the optimal route with a minimum risk value for hazardous materials transportation. Considering that time has a signicant influence on the transportation risk, we formulate a time-dependent transportation risk model and propose a credibilistic mixed integer programming model to minimize the expected risk. An improved genetic algorithm whose chromosomes contain two types of genes is designed to handle the proposed model. Numerical experiment is given to illustrate the efficiency of the proposed model and algorithm. Compared with the traditional transportation risk model, the time-dependent transportation risk model can signicantly reduce the risk around 42%. © 2017 World Academic Press, UK. All rights reserved.

关键词:

Credibilistic mixed integer programming; Genetic algorithm; Hazardous materials; Vehicle routing problem

作者机构:

  • [ 1 ] [Hu, H.]College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China
  • [ 2 ] [Guo, S.]School of Economics and Management, Beijing University of Chemical Technology, Beijing, 100029, China
  • [ 3 ] [Ma, H.]College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China
  • [ 4 ] [Li, J.]Research Base of Beijing Modern Manufacturing Development, College of Economics and Management, Beijing University of Technology, Beijing, 100124, China
  • [ 5 ] [Li, X.]College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China
  • [ 6 ] [Li, X.]School of Economics and Management, Beijing University of Chemical Technology, Beijing, 100029, China

通讯作者信息:

  • [Li, X.]College of Information Science & Technology, Beijing University of Chemical TechnologyChina

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来源 :

Journal of Uncertain Systems

ISSN: 1752-8909

年份: 2017

期: 3

卷: 11

页码: 163-175

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