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New Frontier In Evolutionary Algorithms: Theory And Applications by Nasimul Noman, Hitoshi Iba (Hardcover, 2011)

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About this product

Product Information

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.

Product Identifiers

PublisherImperial College Press

ISBN-139781848166813

eBay Product ID (ePID)178309355

Product Key Features

SubjectComputer Science

Publication Year2011

Number of Pages316 Pages

Publication NameNew Frontier in Evolutionary Algorithms: Theory and Applications

LanguageEnglish

TypeTextbook

AuthorNasimul Noman, Hitoshi Iba

FormatHardcover

Additional Product Features

Country/Region of ManufactureUnited Kingdom

Title_AuthorNasimul Noman, Hitoshi Iba