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学术报告第201762期

发布时间:2017-11-13 编辑:朱平 来源:

报告题目: Unified Swarm Intelligence

报 告 人:史玉回(南方科技大学教授)

报告时间:1118日星期六下午16001730

报告地点:南一楼中311

摘要:There are many swarm   intelligence algorithms in literature. Each has its own strength and weakness   because of its own framework. In this talk, a unified swarm intelligence   framework will be presented. First, the necessity of having developmental   learning embedded in a swarm intelligence algorithm is confirmed by briefly   considering brain evolution, brain development, brainstorming process, etc.   Secondly, a framework of a developmental swarm intelligence algorithm, which   contains capacity developing stage and capability learning stage, is given to   help understand developmental swarm intelligence (DSI) algorithms, and to   guide to design and/or implement any new developmental swarm intelligence   algorithm and/or any developmental evolutionary algorithm. Following DSI,   innovation is discussed and an innovation-inspired optimization (IO)   algorithm is designed and developed. Finally, by combing the DSI and IO   algorithm together, a unified swarm intelligence framework is proposed, which   contains capacity developing stage and capability learning stage and with   three search operators in its capability learning stage to mimicking the   three levels of innovationsi.e., at the learning   level, at the emulating level, and at the exploring level, respectively.

简介:Dr. Yuhui Shi is a Chair Professor in the Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, China.  Before joining SUSTech, he was with the Department of Electrical and Electronic Engineering at the Xi’an Jiaotong-Liverpool University (XJTLU), Suzhou, China, from January 2008 to August 2017, and was with the Electronic Data Systems Corporation (EDS), Indiana, USA, from October 1998 to December 2007. He is an IEEE Fellow, the Editor-in-Chief of the International Journal of Swarm Intelligence Research, and an Associate Editor of the IEEE Transactions on Evolutionary Computation. Dr. Shi co-authored a book on Swarm Intelligence together with Dr. James Kennedy and Dr. Russell C. Eberhart, and another book on Computational Intelligence: Concept to Implementation together with Dr. Russell C. Eberhart.