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25 Remote Warehouse Computers Reference- General

Other titles in the Natural Computing series:

Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing)

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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing) Cover

 

Synopses & Reviews

Publisher Comments:

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-

Table of Contents

Introduction.- Genetic Algorithms.- Supervised Classification Using Genetic Algorithms.- Theoretical Analysis of the GA-Classifier.- Variable String Lengths in GA-Classifier.- Chromosome Differentiation in VGA-Classifier.- Multi-objective VGA-Classifier and Quantitative Indices.- Genetic Algorithms in Clustering.- Genetic Learning in Bioinformatics.- Genetic Algorithms and Web Intelligence.- Appendices.- References.- Index.

Product Details

ISBN:
9783642080548
Author:
Pal, Sankar Kumar
Publisher:
Springer
Author:
Bandyopadhyay, Sanghamitra
Location:
Berlin, Heidelberg
Subject:
Computer Vision
Subject:
Bioinformatics
Subject:
Evolutionary computation.
Subject:
Machine learning
Subject:
Pattern recognition.
Subject:
Web mining
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Statistical Physics, Dynamical Systems and Complexity
Subject:
Computational Biology/Bioinformatics
Subject:
Data Mining and Knowledge Discovery
Subject:
Theory of Computation <P>This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It provides a balanced mixture of theories, algorithms and applications, and in particular
Subject:
Computers-Reference - General
Subject:
Theory of computation
Subject:
Computer Science
Subject:
B
Subject:
Optical pattern recognition
Subject:
Artificial Intelligence
Subject:
Data mining
Subject:
Information Theory
Copyright:
Edition Description:
Softcover reprint of hardcover 1st ed. 2007
Series:
Natural Computing Series
Publication Date:
20101123
Binding:
TRADE PAPER
Language:
English
Pages:
327
Dimensions:
235 x 155 mm 503 gr

Related Subjects

Computers and Internet » Computers Reference » General
Computers and Internet » Personal Computers » General
Science and Mathematics » Physics » General

Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing) New Trade Paper
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Product details 327 pages Not Avail - English 9783642080548 Reviews:
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