We consider a class of optimization problems of hierarchical-tree clustering and prove that these problems are NP-hard. The sequence of polynomial reductions and/or transformations used in our proof is based on relatively laborious graph-theoretical constructions and starts in the NP-complete problem of 3-dimensional matching. Using our main result we establish the NP-completeness of a problem of the best approximation of a symmetric relation on a finite set by an equivalence relation, thus answering in the negative a question proposed implicitly by C.T. Zahn.
ER -
%0 Journal Article
%1 km86
%A Křivánek, Mirko
%A Morávek, Jaroslav
%D 1986
%J Acta Informatica
%K clustering partition tree
%N 3
%P 311--323
%T NP-hard problems in hierarchical-tree clustering
%U http://dx.doi.org/10.1007/BF00289116
%V 23
%X We consider a class of optimization problems of hierarchical-tree clustering and prove that these problems are NP-hard. The sequence of polynomial reductions and/or transformations used in our proof is based on relatively laborious graph-theoretical constructions and starts in the NP-complete problem of 3-dimensional matching. Using our main result we establish the NP-completeness of a problem of the best approximation of a symmetric relation on a finite set by an equivalence relation, thus answering in the negative a question proposed implicitly by C.T. Zahn.
ER -
@article{km86,
abstract = {We consider a class of optimization problems of hierarchical-tree clustering and prove that these problems are NP-hard. The sequence of polynomial reductions and/or transformations used in our proof is based on relatively laborious graph-theoretical constructions and starts in the NP-complete problem of 3-dimensional matching. Using our main result we establish the NP-completeness of a problem of the best approximation of a symmetric relation on a finite set by an equivalence relation, thus answering in the negative a question proposed implicitly by C.T. Zahn.
ER -},
added-at = {2009-07-29T23:17:39.000+0200},
author = {Křivánek, Mirko and Morávek, Jaroslav},
biburl = {https://www.bibsonomy.org/bibtex/20ee920ec4ea059ea7c8f191652bef2b0/pitman},
description = {SpringerLink - Journal Article},
interhash = {a9dd0836436f909267191c2e4b52585c},
intrahash = {0ee920ec4ea059ea7c8f191652bef2b0},
journal = {Acta Informatica},
keywords = {clustering partition tree},
number = 3,
pages = {311--323},
timestamp = {2009-07-29T23:17:39.000+0200},
title = {NP-hard problems in hierarchical-tree clustering},
url = {http://dx.doi.org/10.1007/BF00289116},
volume = 23,
year = 1986
}