Studies in Computational Intelligence

By: Ian Dempsey, Michael O'Neill, Anthony Brabazon

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Hardcover | 7 April 2009

At a Glance

Hardcover
204 Pages

Dimensions(cm)
24.13 x 16.51 x 1.91

Hardcover

$169.00

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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. The book 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.

The book 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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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Programming & Software Development Programming & Scripting Languages Mathematics Applied Mathematics Computer Science Artificial Intelligence Economics Algebra Engineering & Technology Technology in General

Engineering in General Maths for Engineers

Introduction
Grammatical Evolution
Survey of EC in Dynamic Environments
GE in Dynamic Environments
Constant Creation and Adaptation in Grammatical Evolution
Constant Creation with meta-Grammars
Controlled Static Trading with GE
Adaptive Dynamic Trading with GE
Conclusions & The Future
Table of Contents provided by Publisher. All Rights Reserved.

Studies in Computational Intelligence

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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