标题:Hybrid genetic Tabu Search Simulated Annealing algorithm and its application in vehicle routing problem with time windows
作者:Shi, Mengzhu ;Lin, Qingguo ;Zhang, Qiang ;Zhao, Huanhong
通讯作者:Shi, M
作者机构:[Shi, Mengzhu ;Lin, Qingguo ;Zhang, Qiang ] School of Mechanical Engineering, Shandong University, Jinan 250061, China;[Zhao, Huanhong ] Shandong Coll 更多
会议名称:2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce, AIMSEC 2011
会议日期:8 August 2011 through 10 August 2011
来源:2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce, AIMSEC 2011 - Proceedings
出版年:2011
页码:4022-4025
DOI:10.1109/AIMSEC.2011.6010067
关键词:Genetic algorithm; Hybrid genetic algorithm; Simulated annealing; Tabu search; VRPTW
摘要:A detail analysis of VRPTW and the condition for the investigation of VRPTW is proposed following with some related mathematics models. For the characteristics of the VRPTW, GTSA algorithm is designed combined with the Tabu Search algorithm and Simulated Annealing algorithm. Finally, an instance is presented to validate the three algorithms GA, GSA and GTSA by MATLAB and some comparisons between them are made. It is concluded that the GSA and GTSA have very good searching capability and computing efficiency, with stable and reliable computing ability. © 2011 IEEE.
收录类别:EI;SCOPUS
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-80053286815&doi=10.1109%2fAIMSEC.2011.6010067&partnerID=40&md5=c85e9ed05137cc9aa74db5531bda25d1
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