Könyv New Frontier In Evolutionary Algorithms: Theory And Applications Hitoshi Iba

New Frontier In Evolutionary Algorithms: Theory And Applications

Szerző: Hitoshi Iba
Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
26 847 Ft
This book delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2011
oldal
316
EAN
9781848166813
ISBN
1848166818
Enbook ID
04389266
Súly
588
Méretek
159 x 235 x 24

Teljes leírás

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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