Description: Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control, Hardcover by Castillo, Oscar (EDT); Pedrycz, Witold (EDT); Kacprzyk, Janusz (EDT), ISBN 3642045138, ISBN-13 9783642045134, Brand New, Free shipping in the US We describe in this book, new methods for evolutionary design of intelligent s- tems using soft computing and their applications in modeling, simulation and c- trol. Soft Computing (SC) consists of several intelligent computing paradigms, including fuzzy logic, neural networks, and evolutionary algorithms, which can be used to produce powerful hybrid intelligent systems. Th is organized in four main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of evolutionary design of fuzzy systems in intelligent control, which consists of papers that propose new methods for designing and optimizing intelligent controllers for different applications. The second part c- tains papers with the main theme of evolutionary design of intelligent systems for pattern recognition applications, which are basically papers using evolutionary al- rithms for optimizing modular neural networks with fuzzy systems for response - tegration, for achieving pattern recognition in different applications. The third part contains papers with the themes of models for learning and social simulation, which are papers that apply intelligent systems to the problems of designing learning - jects and social agents. The fourth part contains papers that deal with intelligent s- tems in robotics applications and hardware implementations. In the part of Intelligent Control there are 5 papers that describe different c- tributions on evolutionary optimization of fuzzy systems in intelligent control. The first paper, by Ricardo Martinez-Marroquin et al.
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Book Title: Evolutionary Design of Intelligent Systems in Modeling, Simulatio
Number of Pages: IX, 327 Pages
Language: English
Publication Name: Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control
Publisher: Springer Berlin / Heidelberg
Publication Year: 2009
Subject: Automation, Engineering (General), Intelligence (Ai) & Semantics, System Theory, Data Processing, Applied, Computer Vision & Pattern Recognition
Item Weight: 51.1 Oz
Type: Textbook
Subject Area: Computers, Technology & Engineering, Science, Mathematics
Author: Witold Pedrycz
Item Length: 9.3 in
Series: Studies in Computational Intelligence Ser.
Item Width: 6.1 in
Format: Hardcover
