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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence - Natural Computing Series Sanghamitra Bandyopadhyay 1st Ed. Softcover of Orig. Ed. 2007 edition
Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence - Natural Computing Series
Sanghamitra Bandyopadhyay
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-à-vis several widely used classifiers, including neural networks.
311 pages, 87 black & white illustrations, biography
| Medij | Knjige Paperback Book (Knjiga z mehkimi platnicami in lepljenim hrbtom) |
| Izdano | 23. novembra 2010 |
| ISBN13 | 9783642080548 |
| Založniki | Springer-Verlag Berlin and Heidelberg Gm |
| Strani | 311 |
| Dimenzije | 156 × 234 × 17 mm · 467 g |
| Jezik | Angleščina |
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