New Frontier in Evolutionary Algorithms: Theory and Applications Hitoshi Iba

ISBN: 9781848166813

Published: August 26th 2011

Hardcover

318 pages


Description

New Frontier in Evolutionary Algorithms: Theory and Applications  by  Hitoshi Iba

New Frontier in Evolutionary Algorithms: Theory and Applications by Hitoshi Iba
August 26th 2011 | Hardcover | PDF, EPUB, FB2, DjVu, audiobook, mp3, RTF | 318 pages | ISBN: 9781848166813 | 4.36 Mb

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.



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