New Frontier In Evolutionary Algorithms: Theory And Applications (Hardcover, New)

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.

General

Imprint:	Imperial College Press
Country of origin:	United Kingdom
Release date:	September 2011
First published:	2012
Authors:	Hitoshi Iba • Nasimul Noman
Dimensions:	233 x 164 x 22mm (L x W x T)
Format:	Hardcover
Pages:	316
Edition:	New
ISBN-13:	978-1-84816-681-3
Categories:	Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures
LSN:	1-84816-681-8
Barcode:	9781848166813

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