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Unified Computational Intelligence for Complex Systems (Adaptation, Learning, and Optimization, 6) - Hardcover
Synopsis
Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality to adapt to maintain their course within a complex and unpredictably changing environment, and they may help us seek out truths about our own dynamics and lives through their inclusion in complex system modeling. These capabilities place our ability to compute in a category apart from our ability to erect suspension bridges, although both are products of technological advancement and reflect an increased understanding of our world. In this book, we show how to unify aspects of learning and adaptation within the computational intelligence framework. While a number of algorithms exist that fall under the umbrella of computational intelligence, with new ones added every year, all of them focus on the capabilities of learning, adapting, and helping us seek. So, the term unified computational intelligence relates not to the individual algorithms but to the underlying goals driving them. This book focuses on the computational intelligence areas of neural networks and dynamic programming, showing how to unify aspects of these areas to create new, more powerful, computational intelligence architectures to apply to new problem domains.
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From the Back Cover
Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality to adapt to maintain their course within a complex and unpredictably changing environment, and they may help us seek out truths about our own dynamics and lives through their inclusion in complex system modeling. These capabilities place our ability to compute in a category apart from our ability to erect suspension bridges, although both are products of technological advancement and reflect an increased understanding of our world. In this book, we show how to unify aspects of learning and adaptation within the computational intelligence framework. While a number of algorithms exist that fall under the umbrella of computational intelligence, with new ones added every year, all of them focus on the capabilities of learning, adapting, and helping us seek. So, the term unified computational intelligence relates not to the individual algorithms but to the underlying goals driving them. This book focuses on the computational intelligence areas of neural networks and dynamic programming, showing how to unify aspects of these areas to create new, more powerful, computational intelligence architectures to apply to new problem domains.
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Unified Computational Intelligence for Complex Systems (Hardcover)
Published by
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2010
ISBN 10: 364203179X
ISBN 13: 9783642031793
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Hardcover
Seller: Grand Eagle Retail, Mason, OH, U.S.A.
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Hardcover. Condition: new. Hardcover. Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality to adapt to maintain their course within a complex and unpredictably changing environment, and they may help us seek out truths about our own dynamics and lives through their inclusion in complex system modeling. These capabilities place our ability to compute in a category apart from our ability to erect suspension bridges, although both are products of technological advancement and reflect an increased understanding of our world. In this book, we show how to unify aspects of learning and adaptation within the computational intelligence framework. While a number of algorithms exist that fall under the umbrella of computational intelligence, with new ones added every year, all of them focus on the capabilities of learning, adapting, and helping us seek. So, the term unified computational intelligence relates not to the individual algorithms but to the underlying goals driving them. This book focuses on the computational intelligence areas of neural networks and dynamic programming, showing how to unify aspects of these areas to create new, more powerful, computational intelligence architectures to apply to new problem domains. Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9783642031793
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Unified Computational Intelligence for Complex Systems : Studies in Economic, Financial, and Social Dynamics
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Unified Computational Intelligence for Complex Systems (Adaptation, Learning, and Optimization, 6)
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Unified Computational Intelligence for Complex Systems : Studies in Economic, Financial, and Social Dynamics
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Unified Computational Intelligence for Complex Systems (Adaptation, Learning, and Optimization, 6)
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Unified Computational Intelligence for Complex Systems (Adaptation, Learning, and Optimization, 6)
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Unified Computational Intelligence for Complex Systems
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Springer Berlin Heidelberg Jul 2010, 2010
ISBN 10: 364203179X
ISBN 13: 9783642031793
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality to adapt to maintain their course within a complex and unpredictably changing environment, and they may help us seek out truths about our own dynamics and lives through their inclusion in complex system modeling. These capabilities place our ability to compute in a category apart from our ability to erect suspension bridges, although both are products of technological advancement and reflect an increased understanding of our world. In this book, we show how to unify aspects of learning and adaptation within the computational intelligence framework. While a number of algorithms exist that fall under the umbrella of computational intelligence, with new ones added every year, all of them focus on the capabilities of learning, adapting, and helping us seek. So, the term unified computational intelligence relates not to the individual algorithms but to the underlying goals driving them. This book focuses on the computational intelligence areas of neural networks and dynamic programming, showing how to unify aspects of these areas to create new, more powerful, computational intelligence architectures to apply to new problem domains. 128 pp. Englisch. Seller Inventory # 9783642031793
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Unified Computational Intelligence for Complex Systems
Published by
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, 2010
ISBN 10: 364203179X
ISBN 13: 9783642031793
New
Hardcover
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, Ireland
Seller rating 5 out of 5 stars
Condition: New. This is the first book to present a computational intelligence architecture capable of learning in unsupervised, supervised, or reinforcement learning modes. It is also the first to cover applications of time scales mathematics to engineering applications. Series: Adaptation, Learning, and Optimization. Num Pages: 150 pages, 9 colour illustrations, biography. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 241 x 163 x 15. Weight in Grams: 360. . 2010. Hardback. . . . . Seller Inventory # V9783642031793
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Unified Computational Intelligence for Complex Systems
Published by
Springer Berlin Heidelberg, 2010
ISBN 10: 364203179X
ISBN 13: 9783642031793
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. First book presenting a computational intelligence architecture capable of learning in unsupervised, supervised, or reinforcement learning modes The only book covering applications of time scales mathematics to engineering applications The . Seller Inventory # 5043912
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Unified Computational Intelligence for Complex Systems
Published by
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, 2010
ISBN 10: 364203179X
ISBN 13: 9783642031793
New
Hardcover
Seller: Kennys Bookstore, Olney, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. This is the first book to present a computational intelligence architecture capable of learning in unsupervised, supervised, or reinforcement learning modes. It is also the first to cover applications of time scales mathematics to engineering applications. Series: Adaptation, Learning, and Optimization. Num Pages: 150 pages, 9 colour illustrations, biography. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 241 x 163 x 15. Weight in Grams: 360. . 2010. Hardback. . . . . Books ship from the US and Ireland. Seller Inventory # V9783642031793
Quantity: 15 available