Multi-objective vehicle path planning method for recycling process of used electrical and electronic products

doi:10.1109/ISPCE-CN51288.2020.9321856

科研成果详情

题名	Multi-objective vehicle path planning method for recycling process of used electrical and electronic products
作者	Yang，Cuili 1,3; Wu，Zhanhong 1,3; Han，Honggui 1,4; Bi，Xiaowen 2,3
发表日期	2020-11-06
会议录名称	ISPCE-CN 2020 - IEEE International Symposium on Product Compliance Engineering-Asia 2020
摘要	During the recycling process of used electrical and electronic products from recycling places to sorting center, the vehicle path planning is an urgent problem to be solved which needs to minimize the number of vehicles and vehicle transportation distance simultaneously. To solve this problem, a multi-objective optimization algorithm is proposed which combines the genetic algorithm (GA) and multi-objective evolutionary algorithm based on decomposition (MOEA/D). Firstly, the vehicle path planning model of the sorting center is established according to characteristics of product transportation process. Secondly, the GA is used to produce some vehicle path planning schemes. Then, the MOEA/D is introduced to deal with the trade-off relationship between two objectives. Simulation results demonstrate that the proposed algorithm is able to generate a set of non-dominated solutions.
关键词	Genetic algorithm MOEA/D Multi-objective optimization Vehicle path planning
DOI	10.1109/ISPCE-CN51288.2020.9321856
URL	查看来源
语种	英语English
Scopus入藏号	2-s2.0-85100662127
引用统计
文献类型	会议论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/12171
专题	个人在本单位外知识产出
作者单位	1.Beijing University of Technology,Faculty of Information Technology,Beijing,China 2.City University of Hong Kong,Department of Electrical Engineering,Hong Kong 3.Faculty of Information Technology,Beijing University of Technology,Beijing Key Laboratory of Computational Intelligence and Intelligence System,Eng. Research Center of Intelligent Perception and Autonomous Control Ministry of Education,Beijing,100124,China 4.Department of Electrical Engineering,City University of Hong Kong.,Hong Kong
推荐引用方式 GB/T 7714	Yang，Cuili,Wu，Zhanhong,Han，Hongguiet al. Multi-objective vehicle path planning method for recycling process of used electrical and electronic products[C], 2020.