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

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. Appro...

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Bibliographic Details
Main Author: Balas, Valentina Emilia
Corporate Authors: SpringerLink (Online service), Knovel (Firm)
Other Authors: Koprinkova-Hristova, Petia, Jain, L. C.
Format: Electronic eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Series:Studies in computational intelligence ; v. 561.
Subjects:
Online Access: Full text (Wentworth users only)
Description
Summary: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.
Physical Description:XV, 248 pages 129 illustrations : online resource.
ISBN:9783662433706
ISSN:1860-949X ;
DOI:10.1007/978-3-662-43370-6