ANALYZING CLUSTER FORMATION BY REPLICA METHOD

Authors
LOOTENS E VANDENBROECK C
Citation
E. Lootens et C. Vandenbroeck, ANALYZING CLUSTER FORMATION BY REPLICA METHOD, Europhysics letters, 30(7), 1995, pp. 381-386
Citations number
22
Categorie Soggetti
Physics
Journal title
Europhysics letters → ACNP
ISSN journal
02955075
Volume
30
Issue
7
Year of publication
1995
Pages
381 - 386
Database
ISI
SICI code
0295-5075(1995)30:7<381:ACFBRM>2.0.ZU;2-7
Abstract
Using the replica method, we derive quantitative information about the clustering into 2 subgroups of data lying on the surface of an N-dime nsional hypersphere. Various clustering algorithms are considered, inc luding the one corresponding to competitive learning.