文献类型：会议论文

英文题名：Optimal control of complex distributed systems: A new generalized particle model

作者：Shuai, Dianxun[1];Zhang, Ping[2];Liu, Yuzhe[3]

机构：[1]E China Univ Sci & Technol, Dept Comp Sci & Engn, Shanghai 200237, Peoples R China;[2]XidianUniv, Inst Intelligent Informat Proc, Xian, Peoples R China;[3]East China Univ Sci & Tech, Dept Comp Sci & Engn, Shanghai, Peoples R China

会议论文集：IEEE International Symposium on Industrial Electronics

会议日期：JUL 09-13, 2006

会议地点：Montreal, CANADA

语种：英文

外文关键词：Coordination reactions

摘要：The optimal control of complex distributed systems is of great significance and of extreme difficulty(1). This paper presents a novel generalized particle model (GPM) to optimally control the resource allocation and task assignment in complex distributed systems. The GPM approach transforms the optimal control process of complex distributed systems into the kinematics and dynamics of massive particles in a force-field. The conception, dynamics, algorithm and properties of GPM are discussed. The GPM approach has many advantages in terms of the high-scale parallelism, multi-objective optimization, multi-type coordination, multi-degree autonomy, multi-granalarity coalition, and the ability to deal complex phenomena in systems.