Sanghamitra Bandyopadhyay,
Sankar Kumar Pal
Classification and Learning Using Genetic Algorithms
Applications in Bioinformatics and Web Intelligence
Paperback Engels 2010 9783642080548Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries. Coverage also demonstrates the effectiveness of the genetic classifiers vis-à-vis several widely used classifiers, including neural networks.
Specificaties
ISBN13:9783642080548
Taal:Engels
Bindwijze:paperback
Aantal pagina's:311
Uitgever:Springer Berlin Heidelberg
Druk:0
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Serie:Natural Computing Series
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Inhoudsopgave
Genetic Algorithms.- Supervised Classification Using Genetic Algorithms.- Theoretical Analysis of the GA-classifier.- Variable String Lengths in GA-classifier.- Chromosome Differentiation in VGA-classifier.- Multiobjective VGA-classifier and Quantitative Indices.- Genetic Algorithms in Clustering.- Genetic Learning in Bioinformatics.- Genetic Algorithms and Web Intelligence.
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