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Gene Expression Programming Candida Ferreira

Gene Expression Programming By Candida Ferreira

Gene Expression Programming by Candida Ferreira


$261.39
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Summary

This book describes the basic ideas of gene expression programming (GEP) and numerous modifications to this powerful new algorithm. The book includes a self-contained introduction to this new exciting field of computational intelligence.

Gene Expression Programming Summary

Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence by Candida Ferreira

This book describes the basic ideas of gene expression programming (GEP) and numerous modifications to this powerful new algorithm. It provides all the implementation details of GEP so that anyone with elementary programming skills will be able to implement it themselves. The book includes a self-contained introduction to this new exciting field of computational intelligence. This second edition has been revised and extended with five new chapters.

Table of Contents

Introduction: The Biological Perspective.- The Entities of Gene Expression Programming.- The Basic Gene Expression Algorithm.- The Basic GEA in Problem Solving.- Numerical Constants and the GEP-RNC Algorithm.- Automatically Defined Functions in Problem Solving.- Polynomial Induction and Time Series Prediction.- Parameter Optimization.- Decision Tree Induction.- Design of Neural Networks.- Combinatorial Optimization.- Evolutionary Studies.

Additional information

NLS9783642069321
9783642069321
3642069320
Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence by Candida Ferreira
New
Paperback
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
2014-10-14
480
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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