Innovations in Intelligent Machines-5: Computational Intelligence in Control Systems Engineering

丛 书 名：Studies in Computational Intelligence

版本说明：1

作     者：Valentina Emilia Balas, Petia Koprinkova-Hristova, Lakhmi C. Jain (eds.) 

I S B N：(纸本) 9783662433690;9783662433706 

出 版 社：Springer-Verlag Berlin Heidelberg 

出 版 年：2014年

页      数：261页

主 题 词：Artificial intelligence Computational intelligence 

学科分类：0711[理学-系统科学] 07[理学] 081104[工学-模式识别与智能系统] 08[工学] 0811[工学-控制科学与工程] 071102[理学-系统分析与集成] 081103[工学-系统工程] 

摘      要：This research monograph presents selected areas of applications in the field of control systems engineering using computational intelligence methodologies. A number of applications and case studies are introduced. These methodologies are increasing used in many applications of our daily lives. Approaches include, fuzzy-neural multi model for decentralized identification, model predictive control based on time dependent recurrent neural network development of cognitive systems, developments in the field of Intelligent Multiple Models based Adaptive Switching Control, designing military training simulators using modelling, simulation, and analysis for operational analyses and training, methods for modelling of systems based on the application of Gaussian processes, computational intelligence techniques for process control and image segmentation technique based on modified particle swarm optimized-fuzzy entropy.