4.5 Article

An improved ant colony optimization for the multi-trip Capacitated Arc Routing Problem

期刊

COMPUTERS & ELECTRICAL ENGINEERING
卷 77, 期 -, 页码 457-470

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.compeleceng.2018.01.040

关键词

Urban waste collection; Disposal facility; Multi-trip Capacitated Arc Routing Problem; Improved Max-Min Ant System; Taguchi design method

向作者/读者索取更多资源

The urban waste collection problem and its disposal activities are among the most important municipal services involving many operational issues. In this paper, a mixed-integer linear programming (MILP) model was developed for the multi-trip Capacitated Arc Routing Problem (CARP) in order to minimize total cost. In the proposed model, depots and disposal facilities were located in different places. In order to validate the proposed model, several small-sized instances were solved by the CPLEX solver of GAMS software. Then, a hybrid algorithm using the Taguchi parameter design method was developed based on an improved Max-Min Ant System (IMMAS) to solve well-known test problems and large sized instances. Computational results show high efficiency for the proposed algorithm. (C) 2018 Elsevier Ltd. All rights reserved.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.5
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据