Gene Expression Programming (e-bog) af Ferreira, Candida
Ferreira, Candida (forfatter)

Gene Expression Programming e-bog

1240,73 DKK (inkl. moms 1550,91 DKK)
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. The book also includes a self-contained introduction to this new exciting field of computation...
E-bog 1240,73 DKK
Forfattere Ferreira, Candida (forfatter)
Forlag Springer
Udgivet 29 august 2006
Genrer PSAX
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9783540328490
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. 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.