New Frontier in Evolutionary Algorithms
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Book Overview This book delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of practical applications. It provides ...
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 emphasis of this book is on applicability to the real world. Tasks from application areas - optimization of the trading rule in foreign exchange (FX) and stock prices, economic load dispatch in power system, exit/door placement for evacuation planning, and gene regulatory network inference in bioinformatics - are studied, and the resultant empirical investigations demonstrate how successful the proposed approaches are when solving real-world tasks of great importance.
Book Details Format: Hardcover | Pages: 304 | Language: English | Publisher: IMPERIAL COLLEGE PR | ISBN: 1848166818
FormatHardcover
Pages304
LanguageEnglish
ISBN1848166818
EAN9781848166813
PublisherIMPERIAL COLLEGE PR
Publication Date1970-01-01
Edition1
AccessoriesNo Accessory
ConditionNew
Product TypeHARD COVER BOOKS
Weight1.35 Pounds
Length9.0 Inches
Width6.1 Inches
Height1.0 Inches
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