Candida Ferreira
Gene Expression Programming
Mathematical Modeling by an Artificial Intelligence
Paperback Engels 2014 2e druk 9783642069321
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783642069321
Taal:Engels
Bindwijze:paperback
Aantal pagina's:480
Uitgever:Springer Berlin Heidelberg
Druk:2
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Lezersrecensies
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Inhoudsopgave
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.
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