A Multi-objective Optimization Algorithm Based on Tissue P System for VRPTW

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作者信息关键词期刊信息会议信息基础信息归属信息摘要

成果类型：

期刊论文、会议论文

作者：

Dong, Wenbo;Zhou, Kang;Qi, Huaqing;He, Cheng;Zhang, Jun;...

通讯作者：

Zhou, Kang(zhoukang_wh@163.com)

作者机构：

[Zhang, Jun; Zhou, Kang; Dong, Wenbo] School of Math and Computer, Wuhan Polytechnic University, Wuhan, Hubei, 430023, China

[Song, Bosheng] School of Automation, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China

[He, Cheng] Key Laboratory of Image Information Processing and Intelligent Control, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China

[Qi, Huaqing] Department of Economics and Management, Wuhan Polytechnic University, Wuhan, Hubei, 430023, China

通讯机构：

[Zhou, K.] S

School of Math and Computer, China

语种：

英文

关键词：

Cell communication rules;Discrete glowworm evolution mechanism;Multi-objective VRPTW;Pareto;Tissue P system;Variable neighborhood evolution mechanism

期刊：

Communications in Computer and Information Science

ISSN：

1865-0929

年：

2016

卷：

682

页码：

285-301

会议名称：

11th International Conference on Bio-inspired Computing – Theories and Applications, BIC-TA 2016

会议论文集名称：

Bio-inspired Computing – Theories and Applications

会议时间：

28 October 2016 through 30 October 2016

主编：

Pan L.Gong M.Song T.Zhang G.Song T.

出版者：

Springer Verlag

ISBN：

9789811036132

DOI：

10.1007/978-981-10-3614-9_35

基金类别：

This project was supported by National Natural Science Foundation of China (Grant No. 61179032), the Special Scientific Research Fund of Food PublicWelfare Profession of China(Grant No. 201513004-3) and the Research and Practice Project of Graduate Education Teaching Reform of Wuhan Polytechnic University (YZ2015002).

机构署名：

本校为第一机构

院系归属：

数学与计算机学院

摘要：

Vehicle routing problem with time windows has an important practical significance, but it is NP-Hard problem. In order to solve the problem, an optimization algorithm based on P system is proposed. The encoding of glowworm’s location is considered as evolutionary object and discrete glowworm evolution mechanism and variable neighborhood evolution mechanism are used as sub-algorithms. In this paper, the motion equations and related motion rules of glowworm algorithm are improved to optimize the performance of the algorithm. Meanwhile, in order ...

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A Multi-objective Optimization Algorithm Based on Tissue P System for VRPTW

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