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

doi:10.1109/ISPCE-CN51288.2020.9321856

Details of Research Outputs

Title	Multi-objective vehicle path planning method for recycling process of used electrical and electronic products
Creator	Yang，Cuili 1,3; Wu，Zhanhong 1,3; Han，Honggui 1,4; Bi，Xiaowen 2,3
Date Issued	2020-11-06
Source Publication	ISPCE-CN 2020 - IEEE International Symposium on Product Compliance Engineering-Asia 2020
Abstract	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.
Keyword	Genetic algorithm MOEA/D Multi-objective optimization Vehicle path planning
DOI	10.1109/ISPCE-CN51288.2020.9321856
URL	View source
Language	英语English
Scopus ID	2-s2.0-85100662127
Citation statistics
Document Type	Conference paper
Identifier	http://repository.uic.edu.cn/handle/39GCC9TT/12171
Collection	Research outside affiliated institution
Affiliation	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
Recommended Citation 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.

Files in This Item:
There are no files associated with this item.

Related Services

Usage statistics

Google Scholar

If you have any objections to this item, please fill out the form below and the administrator will contact you as soon as possible.
Content:
Email：	*
Institution:
Verification Code:	Refresh

Any comments and suggestions are welcomed.
Title:	*
Content:
Email：	*
Verification Code:	Refresh