Classification and Learning Using Genetic Algorithms - 9783540496069
Un libro in lingua di Sanghamitra Bandyopadhyay Pal Sankar K. edito da Springer Verlag, 2007
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"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-a-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."--BOOK JACKET.
Informazioni bibliografiche
- Titolo del Libro in lingua: Classification and Learning Using Genetic Algorithms
- Sottotitolo: Applications in Bioinformatics and Web Intelligence
- Lingua: English
- Autori : Sanghamitra Bandyopadhyay Pal Sankar K.
- Editore: Springer Verlag
- Collana: Springer Verlag (Hardcover)
- Data di Pubblicazione: 03 Giugno '07
- Genere: COMPUTERS
- Argomenti : Pattern perception Machine learning Genetic algorithms
- Pagine: 311
- Dimensioni mm: 234 x 152 x 19
- EAN-13: 9783540496069