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Classification and Learning Using Genetic Algorithms
Applications in Bioinformatics and Web Intelligence
- Editore:
Springer Berlin Heidelberg
- Collana:
- Natural Computing Series
- EAN:
9783642080548
- ISBN:
3642080545
- Pagine:
- 332
- Formato:
- Paperback
- Lingua:
- Tedesco
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Descrizione Classification and Learning Using Genetic Algorithms
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.
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