Swarm Intelligence for Dynamic Optimization Problems

来源: 机电工程学院 作者:汪家琦 添加日期:2018-06-15 16:40:05 阅读次数: 2622

       报告题目:Swarm Intelligence for Dynamic Optimization Problems
  报告时间:6月20日上午9:30
  报告地点:仰南南楼207-2
  报告简介:Swarm intelligence (SI) in biology represents the property that the collective behavior of a swarm of agents that interact locally with their environment causes coherent functional global patterns to emerge. SI algorithms are optimization algorithms inspired from the SI phenomena in biology, such as ant foraging and bird flocking, and have been applied in different fields. Most SI algorithms have been developed to address stationary problems. However, many real-world problems are dynamic optimization problems (DOPs) that are subject to changes over time. DOPs have attracted a growing interest from the SI community in recent years due to the importance in the real-world applications of SI algorithms. This talk will first briefly introduce the concepts of SI and DOPs, then review the enhancement strategies integrated into SI algorithms to address DOPs, and describe several detailed case studies on SI methods for DOPs. Finally, some conclusions will be made and the future work on SI for DOPs will be briefly discussed.
  杨圣祥教授简介:1999年获东北大学博士学位。1999-2012年,分别在英国King's College London(伦敦国王学院),University of Leicester(莱斯特大学)和 Brunel University(布鲁内尔大学)工作。现任英国De Montfort University(德蒙福特大学)计算机科学与信息学院教授和计算智能研究中心主任,湖南省“芙蓉学者计划”和北京市第十二批“海聚工程”入选专家。杨教授长期从事计算智能理论、方法及应用研究,在计算智能方法求解动态优化问题和多目标优化问题等方面的研究做出了突出贡献,其研究工作得到英国工程和物理科学基金会、英国皇家工程学会、英国皇家学会、欧盟以及工业界的大力资助,先后承担了20余项科研基金项目,总金额达200万英镑。出版英文编著2部,编辑国际会议论文集7部, 发表论文250多篇, 其中SCI期刊论文80余篇。杨教授应邀担任10种国际期刊的副主编或编委,担任国际大会程序委员会主席和分会主席40余次和国际会议程序委员会委员100多次,做国际会议大会报告或专题报告10余次,并担任IEEE 计算智能协会进化计算技术委员会和智能系统应用技术委员会委员,曾任IEEE计算智能协会进化计算技术委员会动态和不确定环境下的进化计算专家组主席和IEEE计算智能协会智能系统应用技术委员会智能网络系统专家组创始主席。

机电学院
2018年6月15日

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