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Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2010
ISBN 10: 3642076327 ISBN 13: 9783642076329
Language: English
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Paperback. Condition: new. Paperback. Genetic programming (GP), one of the most advanced forms of evolutionary computation, has been highly successful as a technique for getting computers to automatically solve problems without having to tell them explicitly how. Since its inceptions more than ten years ago, GP has been used to solve practical problems in a variety of application fields. Along with this ad-hoc engineering approaches interest increased in how and why GP works. This book provides a coherent consolidation of recent work on the theoretical foundations of GP. A concise introduction to GP and genetic algorithms (GA) is followed by a discussion of fitness landscapes and other theoretical approaches to natural and artificial evolution. Having surveyed early approaches to GP theory it presents new exact schema analysis, showing that it applies to GP as well as to the simpler GAs. New results on the potentially infinite number of possible programs are followed by two chapters applying these new techniques. Genetic programming (GP), one of the most advanced forms of evolutionary computation, has been highly successful as a technique for getting computers to automatically solve problems without having to tell them explicitly how. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Published by Springer Berlin Heidelberg, 2002
ISBN 10: 3540424512 ISBN 13: 9783540424512
Language: English
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Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2010
ISBN 10: 3642076327 ISBN 13: 9783642076329
Language: English
Seller: AussieBookSeller, Truganina, VIC, Australia
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Add to basketPaperback. Condition: new. Paperback. Genetic programming (GP), one of the most advanced forms of evolutionary computation, has been highly successful as a technique for getting computers to automatically solve problems without having to tell them explicitly how. Since its inceptions more than ten years ago, GP has been used to solve practical problems in a variety of application fields. Along with this ad-hoc engineering approaches interest increased in how and why GP works. This book provides a coherent consolidation of recent work on the theoretical foundations of GP. A concise introduction to GP and genetic algorithms (GA) is followed by a discussion of fitness landscapes and other theoretical approaches to natural and artificial evolution. Having surveyed early approaches to GP theory it presents new exact schema analysis, showing that it applies to GP as well as to the simpler GAs. New results on the potentially infinite number of possible programs are followed by two chapters applying these new techniques. Genetic programming (GP), one of the most advanced forms of evolutionary computation, has been highly successful as a technique for getting computers to automatically solve problems without having to tell them explicitly how. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
Published by Springer Nature B.V., 2012
ISBN 10: 3662047276 ISBN 13: 9783662047279
Language: English
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Published by Springer Nature B.V., 2012
ISBN 10: 3662047276 ISBN 13: 9783662047279
Language: English
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Published by Springer Berlin Heidelberg, 2010
ISBN 10: 3642076327 ISBN 13: 9783642076329
Language: English
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Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The book is the only book available to present a complete and coherent review of the theory of genetic programmingIt is also the only book to illustrate the relations between the theory of genetic algorithms and the theory of genetic programmingThis.
Published by Springer Berlin Heidelberg, 2002
ISBN 10: 3540424512 ISBN 13: 9783540424512
Language: English
Seller: moluna, Greven, Germany
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Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The book is the only book available to present a complete and coherent review of the theory of genetic programmingIt is also the only book to illustrate the relations between the theory of genetic algorithms and the theory of genetic programmingThis.
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Add to basketCondition: New. Print on Demand pp. 280 Illus.