Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence - Brossura

Bandyopadhyay, Sanghamitra K.; Pal, Sankar Kumar

 
9783642080548: Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence
Brossura
ISBN 10: 3642080545 ISBN 13: 9783642080548
Casa editrice: Springer, 2010

Sinossi

This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It provides a balanced mixture of theories, algorithms and applications, and in particular results from the bioinformatics and Web intelligence domains. The book will be useful to graduate students and researchers in computer science, electrical engineering, systems science, and information technology, both as a text and reference book. Researchers and practitioners in industry working in system design, control, pattern recognition, data mining, soft computing, bioinformatics and Web intelligence will also benefit.

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

Dalla quarta di copertina

This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. The book is unique in the sense of describing how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries, and it demonstrates the effectiveness of the genetic classifiers vis-à-vis several widely used classifiers, including neural networks. It provides a balanced mixture of theories, algorithms and applications, and in particular results from the bioinformatics and Web intelligence domains.

This book will be useful to graduate students and researchers in computer science, electrical engineering, systems science, and information technology, both as a text and reference book. Researchers and practitioners in industry working in system design, control, pattern recognition, data mining, soft computing, bioinformatics and Web intelligence will also benefit.

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

Editore
Springer
Data di pubblicazione
2010
Lingua
Inglese
ISBN 10 
3642080545
ISBN 13 
9783642080548
Rilegatura
Copertina flessibile
Numero di pagine
332
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

9783540496069: Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence

Edizione in evidenza

ISBN 10:  3540496068 ISBN 13:  9783540496069
Casa editrice: Springer Nature, 2007
Rilegato