DocumentCode
1108473
Title
An Algorithm for Pattern Classification Using Eigenvectors
Author
Babu, C.Chitti ; Chan, Wah-Chun
Author_Institution
IEEE
Issue
5
fYear
1971
fDate
5/1/1971 12:00:00 AM
Firstpage
575
Lastpage
578
Abstract
An algorithm for pattern classification using eigenvectors is presented. This algorithm provides an alternative viewpoint for obtaining a solution weight vector of certain pattern classification problems. Convergence of the algorithm is proved and the termination condition of iteration is given. An interesting point is that this algorithm does not require the inversion of matrices, instead it requires the computation of eigenvalues and eigenvectors of the matrix.
Keywords
Eigenvectors, linear inequalities, linear inseparability, linear separability, pattern classification.; Classification algorithms; Councils; Eigenvalues and eigenfunctions; Linear matrix inequalities; Pattern classification; Symmetric matrices; Vectors; Writing; Eigenvectors, linear inequalities, linear inseparability, linear separability, pattern classification.;
fLanguage
English
Journal_Title
Computers, IEEE Transactions on
Publisher
ieee
ISSN
0018-9340
Type
jour
DOI
10.1109/T-C.1971.223293
Filename
1671886
Link To Document