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Pattern recognition and computational intelligence techniques using Matlab.

Authors :
Gopi, E. S.
Publication Year :
2020

Abstract

Summary: This book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques. Presents pattern recognition and the computational intelligence using Matlab; Includes mixtures of theory, math, and algorithms, letting readers understand the concepts quickly; Outlines an array of classifiers, various regression models, statistical tests and the techniques for pattern recognition using computational intelligence.

Details

Language :
English
ISBN :
9783030222734
303022273X
ISSN :
25697072
ISBNs :
9783030222734 and 303022273X
Database :
Jio Institute Digital Library Catalog
Journal :
Pattern recognition and computational intelligence techniques using Matlab / E.S. Gopi.
Notes :
Includes index., Access is restricted to users affiliated with licensed institutions.
Publication Type :
eBook
Accession number :
jlc.oai.folio.org.fs00001072.9858a0c6.fe05.448e.a28f.9847688ea2c2
Document Type :
Online; Non-fiction; Electronic document