This brilliant new book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. These techniques are applied to issues of artificial intelligence, for example in the processing of speech and natural language, and in building expert systems and robots.
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).
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Descripción Soft Cover. Condición: new. Nº de ref. del artículo: 9783642095153
Descripción Condición: New. Nº de ref. del artículo: ABLIING23Mar3113020217868
Descripción Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This quite simply superb book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. These techniques are today commonly applied to issues of artificial intelligence. The book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next up, various neural network architectures are presented and their learning algorithms are derived. Then, the family of evolutionary algorithms is discussed, including connections between these techniques and neural networks and fuzzy systems. Finally, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared. 528 pp. Englisch. Nº de ref. del artículo: 9783642095153
Descripción Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - This quite simply superb book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. These techniques are today commonly applied to issues of artificial intelligence. The book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next up, various neural network architectures are presented and their learning algorithms are derived. Then, the family of evolutionary algorithms is discussed, including connections between these techniques and neural networks and fuzzy systems. Finally, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared. Nº de ref. del artículo: 9783642095153
Descripción Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Self-contained, easy accessible and comprehensive textbook for graduate students and researchers in computational intelligence Well-organized modern approach to methods and techniques of intelligent calculations including examples and exercises in. Nº de ref. del artículo: 5048524
Descripción Condición: New. PRINT ON DEMAND Book; New; Fast Shipping from the UK. No. book. Nº de ref. del artículo: ria9783642095153_lsuk
Descripción PF. Condición: New. Nº de ref. del artículo: 6666-IUK-9783642095153
Descripción Nº de ref. del artículo: STOCK12362083
Descripción Condición: New. This brilliant new book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. These techniques are applied to issues of artificial intelligence, for example in the processing of speech and natural language, and in building expert systems and robots. Num Pages: 514 pages, 242 black & white illustrations, 122 black & white tables, biography. BIC Classification: KJT; PBW; TJFM; UGC; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 27. Weight in Grams: 801. . 2010. 1st ed. Softcover of orig. ed. 2008. Paperback. . . . . Books ship from the US and Ireland. Nº de ref. del artículo: V9783642095153
Descripción Condición: New. This brilliant new book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. These techniques are applied to issues of artificial intelligence, for example in the processing of speech and natural language, and in building expert systems and robots. Num Pages: 514 pages, 242 black & white illustrations, 122 black & white tables, biography. BIC Classification: KJT; PBW; TJFM; UGC; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 27. Weight in Grams: 801. . 2010. 1st ed. Softcover of orig. ed. 2008. Paperback. . . . . Nº de ref. del artículo: V9783642095153