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portada New Frontier in Evolutionary Algorithms
Type
Physical Book
Publisher
Author
Year
2011
Language
English
Pages
316
Format
Hardcover
ISBN13
9781848166813
Categories

New Frontier in Evolutionary Algorithms

Hitoshi Iba (Author) · World Scientific Publishing 2011-08-26 · Hardcover

New Frontier in Evolutionary Algorithms - HITOSHI IBA

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Synopsis "New Frontier in Evolutionary Algorithms "

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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