Classification and learning using genetic algorithms :applications in bioinformatics and web intelligence. [CD]
General Material Designation
[Electronic]
First Statement of Responsibility
/ Sanghamitra Bandyopadhyay, Sankar K. Pal
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Berlin ; New York
Name of Publisher, Distributor, etc.
: Springer
Date of Publication, Distribution, etc.
, c2007.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xv, 311 p.
Other Physical Details
: ill., maps ; 24 cm.
SERIES
Series Title
(Natural computing series,1619-7127)
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (p. [277]-307) and index
CONTENTS NOTE
Text of Note
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 -- Multiobjective VGA-classifier and quantitative indices -- Genetic algorithms in clustering -- Genetic learning bioinformatics -- Genetic algorithms and web intelligence