Evolutionary Computation

David B. Fogel

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Lingua: inglese

Editore: John Wiley and Sons Inc, US, 2005

0471669512 / 9780471669517

Da: Rarewaves.com USA, London, London, Regno UnitoRarewaves.com USA

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Descrizione dell’articolo da parte del venditore

This Third Edition provides the latest tools and techniques that enable computers to learn The Third Edition of this internationally acclaimed publication provides the latest theory and techniques for using simulated evolution to achieve machine intelligence. As a leading advocate for evolutionary computation, the author has successfully challenged the traditional notion of artificial intelligence, which essentially programs human knowledge fact by fact, but does not have the capacity to learn or adapt as evolutionary computation does. Readers gain an understanding of the history of evolutionary computation, which provides a foundation for the author's thorough presentation of the latest theories shaping current research. Balancing theory with practice, the author provides readers with the skills they need to apply evolutionary algorithms that can solve many of today's intransigent problems by adapting to new challenges and learning from experience. Several examples are provided that demonstrate how these evolutionary algorithms learn to solve problems. In particular, the author provides a detailed example of how an algorithm is used to evolve strategies for playing chess and checkers. As readers progress through the publication, they gain an increasing appreciation and understanding of the relationship between learning and intelligence. Readers familiar with the previous editions will discover much new and revised material that brings the publication thoroughly up to date with the latest research, including the latest theories and empirical properties of evolutionary computation. The Third Edition also features new knowledge-building aids. Readers will find a host of new and revised examples. New questions at the end of each chapter enable readers to test their knowledge. Intriguing assignments that prepare readers to manage challenges in industry and research have been added to the end of each chapter as well. This is a must-have reference for professionals in computer and electrical engineering; it provides them with the very latest techniques and applications in machine intelligence. With its question sets and assignments, the publication is also recommended as a graduate-level textbook.…

Codice articolo LU-9780471669517

Titolo
Evolutionary Computation
Autore
David B. Fogel
Editore
John Wiley and Sons Inc, US
Anno di pubblicazione
2005
Condizione
New
Rilegatura
Hardback
Lingua
inglese
ISBN 10
0471669512
ISBN 13
9780471669517
Edizione
3rd.
Peso dell'articolo
567 grammi
Dimensioni
16.4 x 2.33 x 23.7 cm

Rarewaves.com USA

London, London, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

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