Description: Foundations in Grammatical Evolution for Dynamic Environments, Paperback by Dempsey, Ian; O'Neill, Michael; Brabazon, Anthony, ISBN 3642101402, ISBN-13 9783642101403, Like New Used, Free shipping in the US Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. Th provides a clear introduction to dynamic environments and the types of change that can occur. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series. Th was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is the second book dedicated to the topic of Grammatical Evolution.
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Book Title: Foundations in Grammatical Evolution for Dynamic Environments
Number of Pages: Xiv, 189 Pages
Language: English
Publication Name: Foundations in Grammatical Evolution for Dynamic Environments
Publisher: Springer Berlin / Heidelberg
Subject: Engineering (General), Intelligence (Ai) & Semantics, Applied
Publication Year: 2010
Type: Textbook
Item Weight: 16 Oz
Subject Area: Mathematics, Computers, Technology & Engineering
Item Length: 9.3 in
Author: Ian Dempsey, Michael O'neill, Anthony Brabazon
Series: Studies in Computational Intelligence Ser.
Item Width: 6.1 in
Format: Trade Paperback
