Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics - Brossura

Maulik, Ujjwal; Bandyopadhyay, Sanghamitra; Mukhopadhyay, Anirban

 
9783642439636: Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics
Brossura
ISBN 10: 3642439632 ISBN 13: 9783642439636
Casa editrice: Springer, 2014

Sinossi

This is the first book primarily dedicated to clustering using multiobjective genetic algorithms with extensive real-life applications in data mining and bioinformatics. The authors first offer detailed introductions to the relevant techniques – genetic algorithms, multiobjective optimization, soft computing, data mining and bioinformatics. They then demonstrate systematic applications of these techniques to real-world problems in the areas of data mining, bioinformatics and geoscience. The authors offer detailed theoretical and statistical notes, guides to future research, and chapter summaries.

The book can be used as a textbook and as a reference book by graduate students and academic and industrial researchers in the areas of soft computing, data mining, bioinformatics and geoscience.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

This is the first book primarily dedicated to clustering using multiobjective genetic algorithms with extensive real-life applications in data mining and bioinformatics. The authors first offer detailed introductions to the relevant techniques genetic algorithms, multiobjective optimization, soft computing, data mining and bioinformatics. They then demonstrate systematic applications of these techniques to real-world problems in the areas of data mining, bioinformatics and geoscience. The authors offer detailed theoretical and statistical notes, guides to future research, and chapter summaries.

The book can be used as a textbook and as a reference book by graduate students and academic and industrial researchers in the areas of soft computing, data mining, bioinformatics and geoscience.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer
Data di pubblicazione
2014
Lingua
Inglese
ISBN 10 
3642439632
ISBN 13 
9783642439636
Rilegatura
Copertina flessibile
Numero di pagine
300
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Germania

Altre edizioni note dello stesso titolo

9783642166143: Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics

Edizione in evidenza

ISBN 10:  3642166148 ISBN 13:  9783642166143
Casa editrice: Springer-Verlag New York Inc, 2011
Rilegato