New Frontier In Evolutionary Algorithms: Theory And Applications PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download New Frontier In Evolutionary Algorithms: Theory And Applications PDF full book. Access full book title New Frontier In Evolutionary Algorithms: Theory And Applications by Iba Hitoshi. Download full books in PDF and EPUB format.

New Frontier In Evolutionary Algorithms: Theory And Applications

New Frontier In Evolutionary Algorithms: Theory And Applications PDF Author: Iba Hitoshi
Publisher: Imperial College Press
ISBN: 1911299557
Category : Computers
Languages : en
Pages : 316

Book Description
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.
➤