Swarm Intelligence

副标题: Introduction and Applications (Natural Computing Series)

ISBN: 9783540740889

出版社: Springer

出版年: 2008-11-17

页数: 281

定价: USD 89.95

装帧: Hardcover

内容简介

The laws that govern the collective behavior of social insects, flocks of birds, or fish schools continue to mesmerize researchers. While individuals are rather unsophisticated, in cooperation they can solve complex tasks, a prime example being the ability of ant colonies to find shortest paths between their nests and food sources. Task-solving results from self-organization, which often evolves from simple means of communication, either directly or indirectly via changing the environment, the latter referred to as stigmergy. Scientists have applied these principles in new approaches, for example to optimization and the control of robots. Characteristics of the resulting systems include robustness and flexibility. This field of research is now referred to as swarm intelligence. The contributing authors are among the top researchers in their domain. The book is intended to provide an overview of swarm intelligence to novices, and to offer researchers in the field an update on interesting recent developments. Introductory chapters deal with the biological foundations, optimization, swarm robotics, and applications in new-generation telecommunication networks, while the second part contains chapters on more specific topics of swarm intelligence research such as the evolution of robot behavior, the use of particle swarms for dynamic optimization, and organic computing.

作者简介

龙飞 湖南常德人，1984年生，2005年毕业于南京大学，获理学学士学位。同年进入清华大学直接攻读博士学位。2006年赴德国汉堡大学进行多模交互的相关研究。2007年以访问学生身份进入美国耶鲁大学进行计算机网络技术相关研究，为期15个月。曾参与国家863项目、国家自然科学杰出青年基金和多项国家自然科学基金项目的研究。主要研究方向为卫星网络路由、路由协议设计与优化，对云计算和多模态交互等领域也有所涉及。在国内外发表SCI和El检索论文10余篇。

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