New frontier in evolutionary algorithms : theory and application

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 Artificial Life and Artificial Intelligence techniques, such as memetic concepts, swar...

ver descrição completa

Detalhes bibliográficos
Autor principal: Iba, Hitoshi
Outros Autores: Noman, Nasimul
Formato: Printed Book
Publicado em: London : Imperial College Press ; c2012.
Assuntos:
Algorithms
Genetic algorithms
Evolutionary computation
LEADER 01666cam a22001937a 4500
020 |a 9781848166813 
082 0 4 |a 005.73  |b IBA/N 
100 1 |a Iba, Hitoshi 
245 1 0 |a New frontier in evolutionary algorithms : theory and application 
260 |a London :  |b Imperial College Press ;  |c c2012. 
300 |a xii, 304 p. :  |b ill ; 
520 |a 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 Artificial Life and Artificial Intelligence 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 on applicability to the real world. 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.--Publisher description. 
650 0 |a Algorithms 
650 0 |a Genetic algorithms 
650 0 |a Evolutionary computation 
700 1 |a Noman, Nasimul 
942 |c BK 
999 |c 38145  |d 38145 
952 |0 0  |1 0  |4 0  |6 005_730000000000000_IBAN  |7 0  |8 Stack  |9 40373  |a KUCL  |b KUCL  |c Stack  |d 2016-02-03  |l 0  |o 005.73 IBA/N  |p 37110  |r 2017-02-14  |w 2016-02-03  |y BK 

Registros relacionados