New Frontier In Evolutionary Algorithms: Theory And Applications

Name: New Frontier In Evolutionary Algorithms: Theory And Applications
Brand: Imperial College Press
SKU: 9781848166813
Price: 70.52 EUR
Availability: InStock

Autor: Hitoshi Iba

Jazyk:

Väzba: Pevná

Vydavateľ: Imperial College Press

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70.52 €

This book delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of...

Informácie o knihe

Autor

Hitoshi Iba

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2011

Stránok

316

EAN

9781848166813

ISBN

1848166818

Enbook ID

04389266

Vydavateľ

Imperial College Press

Hmotnosť

588

Rozmery

159 x 235 x 24

Kompletný popis

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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New Frontier In Evolutionary Algorithms: Theory And Applications

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