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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and WebIntelligence (Natural Computing Series)
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ISBN
:
9783540496069
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Publisher
:
Springer
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Subject
:
Computer Programming / Software Development, Computer Science, Graphical & Digital Media Applications
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Binding
:
HARDCOVER
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Pages
:
327
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Year
:
2007
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14500.0
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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-xE0;-vis several widely used classifiers, including neural networks.
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