Sanghamitra Bandyopadhyay, Sankar Kumar Pal

Classification and Learning Using Genetic Algorithms (eBook, PDF)

Applications in Bioinformatics and Web Intelligence

• Format: PDF

Produktdetails

• Verlag: Springer Berlin
• Erscheinungstermin: 17. Mai 2007
• Englisch
• ISBN-13: 9783540496076
• Artikelnr.: 37366255

Autorenporträt

Sanghamitra Bandyopadhyay, Indian Statistical Institute, Kolkata, India / Sankar K. Pal, Indian Statistical Institute, Kolkata, India

Inhaltsangabe

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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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.

Rezensionen

"This book tries to balance the mixture of theories, algorithms, and applications and is a good reference for people who want to solve a complex optimization problem for their field. ... Overall, this book is well organized and well written. There is no doubt that this is another good pattern recognition reference to have on one's bookshelf." (Zheng Liu, IAPR Newsletter 30(4), October 2008)