标题:A Review of Some Intelligent Optimization Algorithms Applied to Intelligent Transportation System
作者:Zhang Li-dong; Jia Lei; Zhu Wen-xing
通讯作者:Zhang, LD
作者机构:[Zhang Li-dong; Jia Lei; Zhu Wen-xing] Shandong Univ, Control Sci & Engn Sch, Jinan 250062, Peoples R China.
会议名称:International Conference on Manufacturing Science and Technology (ICMST 2011)
会议日期:SEP 16-18, 2011
来源:MANUFACTURING SCIENCE AND TECHNOLOGY, PTS 1-8
出版年:2012
卷:383-390
页码:5717-5723
DOI:10.4028/www.scientific.net/AMR.383-390.5717
关键词:ITS; Traffic Engineering; Intelligent Optimization; ANN; GA; PSO
摘要:This paper attempts to summarize the findings of a large number of research papers concerning the application of intelligent optimization algorithms to ITS. A brief introduction to intelligence is included, for the benefit of readers unfamiliar with the techniques. Then it put emphasis on three kinds of intelligent optimization application in ITS, including ANN, GA and PSO. It should be noted first that each of the three subjects can prolong to a long paper, and second that there are also some other intelligent optimization method, such as fuzzy logic, ant colony, shuffle frog-leaping algorithm et.al.. On the constraint of time and paper volume, we only analyzed those three algorithms, their state-and-the-art use in ITS, and their future development trend.
收录类别:CPCI-S;EI;SCOPUS
WOS核心被引频次:2
Scopus被引频次:2
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-s2.0-83755206729&doi=10.4028%2fwww.scientific.net%2fAMR.383-390.5717&partnerID=40&md5=d95c42d7399fb34be088c2137e10929d
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