Evolutionary computation for statistical pattern recognition

139 p.

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Bibliographic Details
Main Author:	Wang, Xiao
Other Authors:	Wang Han
Format:	Theses and Dissertations
Published:	2010
Subjects:	DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
Online Access:	https://hdl.handle.net/10356/39128
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Institution:	Nanyang Technological University

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spelling	sg-ntu-dr.10356-391282023-07-04T17:04:36Z Evolutionary computation for statistical pattern recognition Wang, Xiao Wang Han School of Electrical and Electronic Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition 139 p. Evolutionary computation as a general problem-solving technique has been extensively applied in statistical pattern recognition. Typically, evolutionary algorithms are developed to solve complex optimization and search problems involved in different folds of designing a recognition system, e.g. feature extraction, supervised classification and clustering. These problems are often characterized by high-dimensional search spaces with convoluted landscape, noisy data, and little information about the objective functions. Traditional optimization methods are not efficient in dealing with them and evolutionaryalgorithms are therefore introduced. DOCTOR OF PHILOSOPHY (EEE) 2010-05-21T04:44:53Z 2010-05-21T04:44:53Z 2006 2006 Thesis Wang, X. (2006). Evolutionary computation for statistical pattern recognition. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/39128 10.32657/10356/39128 application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
spellingShingle	DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition Wang, Xiao Evolutionary computation for statistical pattern recognition
description	139 p.
author2	Wang Han
author_facet	Wang Han Wang, Xiao
format	Theses and Dissertations
author	Wang, Xiao
author_sort	Wang, Xiao
title	Evolutionary computation for statistical pattern recognition
title_short	Evolutionary computation for statistical pattern recognition
title_full	Evolutionary computation for statistical pattern recognition
title_fullStr	Evolutionary computation for statistical pattern recognition
title_full_unstemmed	Evolutionary computation for statistical pattern recognition
title_sort	evolutionary computation for statistical pattern recognition
publishDate	2010
url	https://hdl.handle.net/10356/39128
_version_	1772828930351300608

Evolutionary computation for statistical pattern recognition

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