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Evolutionary Optimization: the GP toolkit

Name: Evolutionary Optimization: the GP toolkit
Brand: Springer-Verlag New York Inc.
SKU: 04066755
Price: 38756 HUF
Availability: InStock
Author: Sanchez
ISBN: 9780387094250

Sanchez

Language

English

Book Hardback

Libristo code: 04066755

Publishers Springer-Verlag New York Inc., April 2011

This book describes an award-winning evolutionary algorithm that outperformed experts and convention... Full description

Libristo code: 04066755

265 b

38 756 Ft

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This book describes an award-winning evolutionary algorithm that outperformed experts and conventional heuristics in solving several industrial problems. It presents a discussion of the theoretical and practical aspects that enabled GP (MicroGP) to autonomously find the optimal solution of hard problems, handling highly structured data, such as full-fledged assembly programs, with functions and interrupt handlers.§For a practitioner, GP is simply a versatile optimizer to tackle most problems with limited setup effort. The book is valuable for all who require heuristic problem-solving methodologies, such as engineers dealing with verification and test of electronic circuits; or researchers working in robotics and mobile communication. Examples are provided to guide the reader through the process, from problem definition to gathering results.§For an evolutionary computation researcher, GP may be regarded as a platform where new operators and strategies can be easily tested.§MicroGP (the toolkit) is an active project hosted by Sourceforge: http://ugp3.sourceforge.net/