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New Frontier In Evolutionary Algorithms: Theory And Applications

Language EnglishEnglish
Book Hardback
Book New Frontier In Evolutionary Algorithms: Theory And Applications Hitoshi Iba
Libristo code: 04389266
Publishers Imperial College Press, September 2011
This book delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of... Full description
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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 Alife and AI 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 applicability to real-world tasks. 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.

About the book

Full name New Frontier In Evolutionary Algorithms: Theory And Applications
Author Hitoshi Iba
Language English
Binding Book - Hardback
Date of issue 2011
Number of pages 316
EAN 9781848166813
ISBN 1848166818
Libristo code 04389266
Weight 588
Dimensions 159 x 235 x 24
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