Free Delivery Over $100
|
|
|||
|
||||
OverviewThis 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. Full Product DetailsAuthor: Hitoshi Iba (Univ Of Tokyo, Japan) , Nasimul Noman (Univ Of Tokyo, Japan)Publisher: Imperial College Press Imprint: Imperial College Press Dimensions: Width: 15.50cm , Height: 2.50cm , Length: 22.90cm Weight: 0.612kg ISBN: 9781848166813ISBN 10: 1848166818 Pages: 316 Publication Date: 05 September 2011 Audience: College/higher education , Professional and scholarly , Tertiary & Higher Education , Professional & Vocational Format: Hardback Publisher's Status: Active Availability: In Print  This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of ContentsA Practical Guide to Genetic Algorithms using the Excel Simulator; Real-valued GA and its Variants; The Memetic Computing Approach; Real-world Application of Evolutionary Algorithms.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
||||
