| Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence Contributor(s): Bandyopadhyay, Sanghamitra (Author), Pal, Sankar Kumar (Author) |
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ISBN: 3642080545 ISBN-13: 9783642080548 Publisher: Springer OUR PRICE: $104.49 Product Type: Paperback - Other Formats Published: November 2010 |
| Additional Information |
| BISAC Categories: - Computers | Computer Vision & Pattern Recognition - Computers | Computer Science - Computers | Databases - Data Mining |
| Dewey: 004.015 |
| Series: Natural Computing |
| Physical Information: 0.69" H x 6.14" W x 9.21" (1.03 lbs) 311 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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- -vis several widely used classifiers, including neural networks. |