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Lieferstatus:	i.d.R. innert 7-14 Tagen versandfertig
Veröffentlichung:	Oktober 2010
Genre:	Naturwissensch., Medizin, Technik
	Applications of Mathematics / Applied mathematics / Artificial Intelligence / Automatic control engineering / B / Control engineering / Control, Robotics, Automation / Control, Robotics, Mechatronics / Decision Making / Electronic devices & materials / engineering / Engineering mathematics / Management decision making / Management# Entscheidungstheorie / Mathematical and Computational Engineering / Mathematical and Computational Engineering Applications / Mechatronics / Operational research / Operations Research / Operations Research and Decision Theory / Operations Research/Decision Theory / Regelungstechnik / Robotics / Unternehmensforschung mehr...
ISBN:	9783642095153
EAN-Code:	9783642095153
Verlag:	Springer EN
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D
Gewicht:	801 gr
Seiten:	514
Illustration:	XIV, 514 p. 242 illus., schwarz-weiss Illustrationen
Zus. Info:	EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

This book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. Those techniques are today commonly applied issues of artificial intelligence, e.g. to process speech and natural language, build expert systems and robots. The first part of the book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next various neural network architectures are presented and their learning algorithms are derived. Moreover, the family of evolutionary algorithms is discussed, in particular the classical genetic algorithm, evolutionary strategies and genetic programming, including connections between these techniques and neural networks and fuzzy systems. In the last part of the book, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared. This well-organized modern approach to methods and techniques of intelligent calculations includes examples and exercises in each chapter and a preface by Jacek Zurada, president of IEEE Computational Intelligence Society (2004-05).