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US$ 261.73
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Theory of Evolutionary Computation: Recent Developments in Discrete Optimization (Natural Computing Series)
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Theory of Evolutionary Computation: Recent Developments in Discrete Optimization (Natural Computing Series)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
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US$ 270.20
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Theory of Evolutionary Computation : Recent Developments in Discrete Optimization
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Theory of Evolutionary Computation : Recent Developments in Discrete Optimization
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Theory of Evolutionary Computation : Recent Developments in Discrete Optimization
Published by Springer International Publishing, 2020
ISBN 10: 3030294161 ISBN 13: 9783030294168
Language: English
US$ 284.32
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This edited book reports on recent developments in the theory of evolutionary computation, or more generally the domain of randomized search heuristics.It starts with two chapters on mathematical methods that are often used in the analysis of randomized search heuristics, followed by three chapters on how to measure the complexity of a search heuristic: black-box complexity, a counterpart of classical complexity theory in black-box optimization; parameterized complexity, aimed at a more fine-grained view of the difficulty of problems; and the fixed-budget perspective, which answers the question of how good a solution will be after investing a certain computational budget. The book then describes theoretical results on three important questions in evolutionary computation: how to profit from changing the parameters during the run of an algorithm; how evolutionary algorithms cope with dynamically changing or stochastic environments; and how population diversity influencesperformance. Finally, the book looks at three algorithm classes that have only recently become the focus of theoretical work: estimation-of-distribution algorithms; artificial immune systems; and genetic programming.Throughout the book the contributing authors try to develop an understanding for how these methods work, and why they are so successful in many applications. The book will be useful for students and researchers in theoretical computer science and evolutionary computing.
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Theory of Evolutionary Computation : Recent Developments in Discrete Optimization
Published by Springer International Publishing, 2019
ISBN 10: 3030294137 ISBN 13: 9783030294137
Language: English
US$ 284.32
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Add to basketBuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This edited book reports on recent developments in the theory of evolutionary computation, or more generally the domain of randomized search heuristics.It starts with two chapters on mathematical methods that are often used in the analysis of randomized search heuristics, followed by three chapters on how to measure the complexity of a search heuristic: black-box complexity, a counterpart of classical complexity theory in black-box optimization; parameterized complexity, aimed at a more fine-grained view of the difficulty of problems; and the fixed-budget perspective, which answers the question of how good a solution will be after investing a certain computational budget. The book then describes theoretical results on three important questions in evolutionary computation: how to profit from changing the parameters during the run of an algorithm; how evolutionary algorithms cope with dynamically changing or stochastic environments; and how population diversity influencesperformance. Finally, the book looks at three algorithm classes that have only recently become the focus of theoretical work: estimation-of-distribution algorithms; artificial immune systems; and genetic programming.Throughout the book the contributing authors try to develop an understanding for how these methods work, and why they are so successful in many applications. The book will be useful for students and researchers in theoretical computer science and evolutionary computing.
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US$ 316.51
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Add to basketHardcover. Condition: New. New. book.
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Condition: New. 1st ed. 2020 edition NO-PA16APR2015-KAP.
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Theory of Evolutionary Computation: Recent Developments in Discrete Optimization
Published by Springer-Nature New York Inc, 2020
ISBN 10: 3030294161 ISBN 13: 9783030294168
Language: English
US$ 398.88
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Add to basketPaperback. Condition: Brand New. 506 pages. 9.25x6.10x1.26 inches. In Stock.
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Theory of Evolutionary Computation: Recent Developments in Discrete Optimization
Published by Springer-Nature New York Inc, 2019
ISBN 10: 3030294137 ISBN 13: 9783030294137
Language: English
US$ 401.29
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Add to basketHardcover. Condition: Brand New. 518 pages. 9.25x6.10x9.21 inches. In Stock.
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US$ 379.50
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US$ 416.56
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