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New Frontier in Evolutionary Algorithms: Theory and Applications

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New Frontier in Evolutionary Algorithms: Theory and Applications - Iba, Hitoshi, and Noman, Nasimul
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This book delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of practical applications. It provides a methodology for a GA-based search strategy with the integration of several Artificial Life and Artificial Intelligence techniques, such as memetic concepts, swarm intelligence, and foraging strategies. The development of such tools contributes to better optimizing methodologies when addressing tasks from areas such as robotics, financial forecasting, and data mining in bioinformatics.The ...

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New Frontier in Evolutionary Algorithms: Theory and Applications 2011, Imperial College Press

ISBN-13: 9781848166813

Hardcover