Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence Studies in Computational Intelligence

Name: Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence Studies in Computational Intelligence
Brand: Springer
SKU: 17490671
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Features

Author	Candida Ferreira
Format	Hardcover
ISBN	9783540327967
Publisher	Springer
Manufacturer	Springer

Description

Candida 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. "Genetic Expression Programming" provides a self-contained introduction to this new exciting field of computational intelligence, including a large body of previously unpublished material and applications, namely, parameter optimization, data mining, classifier systems, parameter optimization, evolution of Kolmogorov-Gabor polynomials, times series prediction, evolution of linking functions, multicellular systems, automatically defined functions, or complete neural network induction.

The book also discusses some important and controversial evolutionary topics that might be refreshing to both evolutionary computer scientists and evolutionary biologists.

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