On a fast algorithm for the reconstruction of the hierarchical $\varepsilon$-cluster structure
Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 45 (2005) no. 1, pp. 170-179
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The concept of a hierarchical $\varepsilon$-cluster structure is defined, and the properties of such structures are studied. The uniqueness of the decomposition of a metric configuration into a hierarchy of $\varepsilon$ clusters is proved for $\varepsilon1$. The problem of finding a hierarchical $\varepsilon$-cluster structure in a metric configuration is studied. In the general case, the complexity of this problem is $O(N^2)$. An algorithm for solving this problem is proposed that has complexity from $O(N\ln N)$ to $O(N^2)$ on some specific classes of metric configurations.
@article{ZVMMF_2005_45_1_a11,
author = {A. S. Val'kov},
title = {On a fast algorithm for the reconstruction of the hierarchical $\varepsilon$-cluster structure},
journal = {\v{Z}urnal vy\v{c}islitelʹnoj matematiki i matemati\v{c}eskoj fiziki},
pages = {170--179},
publisher = {mathdoc},
volume = {45},
number = {1},
year = {2005},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/ZVMMF_2005_45_1_a11/}
}
TY - JOUR AU - A. S. Val'kov TI - On a fast algorithm for the reconstruction of the hierarchical $\varepsilon$-cluster structure JO - Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki PY - 2005 SP - 170 EP - 179 VL - 45 IS - 1 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/ZVMMF_2005_45_1_a11/ LA - ru ID - ZVMMF_2005_45_1_a11 ER -
%0 Journal Article %A A. S. Val'kov %T On a fast algorithm for the reconstruction of the hierarchical $\varepsilon$-cluster structure %J Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki %D 2005 %P 170-179 %V 45 %N 1 %I mathdoc %U http://geodesic.mathdoc.fr/item/ZVMMF_2005_45_1_a11/ %G ru %F ZVMMF_2005_45_1_a11
A. S. Val'kov. On a fast algorithm for the reconstruction of the hierarchical $\varepsilon$-cluster structure. Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 45 (2005) no. 1, pp. 170-179. http://geodesic.mathdoc.fr/item/ZVMMF_2005_45_1_a11/