Articoli correlati a New Frontier in Evolutionary Algorithms: Theory and...

New Frontier in Evolutionary Algorithms: Theory and Applications - Rilegato

Iba, Hitoshi; Noman, Nasimul

 
9781848166813: New Frontier in Evolutionary Algorithms: Theory and Applications
Rilegato
ISBN 10: 1848166818 ISBN 13: 9781848166813
Casa editrice: Imperial College Pr, 2011

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Imperial College Pr
Data di pubblicazione
2011
Lingua
Inglese
ISBN 10 
1848166818
ISBN 13 
9781848166813
Rilegatura
Copertina rigida
Numero di pagine
304
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

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