MULTI-OBJECTIVE GREEN MIXED VEHICLE ROUTING PROBLEM UNDER ROUGH ENVIRONMENT

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2021-02-25 DOI:10.3846/TRANSPORT.2021.14464

J. Dutta, Partha Sarathi Barma, A. Mukherjee, S. Kar, T. De, D. Pamučar, Sarunas Sukevicius, G. Garbinčius

引用次数: 8

Abstract

This paper proposes a multi-objective Green Vehicle Routing Problem (G-VRP) considering two types of vehicles likely company-owned vehicle and third-party logistics in the imprecise environment. Focusing only on one objective, especially the distance in the VRP is not always right in the sustainability point of view. Here we present a bi-objective model for the G-VRP that can address the issue of the emission of GreenHouse Gases (GHGs). We also consider the demand as a rough variable. This paper uses the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) to solve the proposed model. Finally, it uses Multicriteria Optimization and Compromise Solution (abbreviation in Serbian – VIKOR) method to determine the best alternative from the Pareto front.

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粗糙环境下的多目标绿色混合车辆路径问题

本文提出了一种考虑不精确环境下企业自有车辆和第三方物流两种类型车辆的多目标绿色车辆路径问题。从可持续性的角度来看，只关注一个目标，特别是VRP中的距离并不总是正确的。在这里，我们提出了一个可以解决温室气体(GHGs)排放问题的G-VRP双目标模型。我们也认为需求是一个粗略的变量。本文采用非支配排序遗传算法II (NSGA-II)对该模型进行求解。最后，采用多准则优化和妥协解决(VIKOR)方法从Pareto前沿确定最佳方案。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.