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Gene Expression Programming

Name: Gene Expression Programming
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01561783
Price: 59474 HUF
Availability: InStock
Author: Candida Ferreira
ISBN: 9783540327967

Candida Ferreira

Language

English

Book Hardback

Libristo code: 01561783

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, May 2006

Cândida Ferreira thoroughly describes the basic ideas of gene expression programming (GEP) and numer... Full description

Libristo code: 01561783

406 b

59 474 Ft

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Cândida Ferreira thoroughly describes the basic ideas of gene expression programming (GEP) and numerous modifications to this powerful new algorithm. This monograph provides all the implementation details of GEP so that anyone with elementary programming skills will be able to implement it themselves. The book also includes a self-contained introduction to this new exciting field of computational intelligence, including several new algorithms for decision tree induction, data mining, classifier systems, function finding, polynomial induction, times series prediction, evolution of linking functions, automatically defined functions, parameter optimization, logic synthesis, combinatorial optimization, and complete neural network induction. The book also discusses some important and controversial evolutionary topics that might be refreshing to both evolutionary computer scientists and biologists.§This second edition has been substantially revised and extended with five new chapters, including a new chapter describing two new algorithms for inducing decision trees with nominal and numeric/mixed attributes.