Fully polynomial-time approximation scheme for a special case of a quadratic Euclidean 2-clustering problem
Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 56 (2016) no. 2, pp. 332-340
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The strongly NP-hard problem of partitioning a finite set of points of Euclidean space into two clusters of given sizes (cardinalities) minimizing the sum (over both clusters) of the intracluster sums of squared distances from the elements of the clusters to their centers is considered. It is assumed that the center of one of the sought clusters is specified at the desired (arbitrary) point of space (without loss of generality, at the origin), while the center of the other one is unknown and determined as the mean value over all elements of this cluster. It is shown that unless P = NP, there is no fully polynomial-time approximation scheme for this problem, and such a scheme is substantiated in the case of a fixed space dimension.
@article{ZVMMF_2016_56_2_a13,
author = {A. V. Kel'manov and V. I. Khandeev},
title = {Fully polynomial-time approximation scheme for a special case of a quadratic {Euclidean} 2-clustering problem},
journal = {\v{Z}urnal vy\v{c}islitelʹnoj matematiki i matemati\v{c}eskoj fiziki},
pages = {332--340},
publisher = {mathdoc},
volume = {56},
number = {2},
year = {2016},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/ZVMMF_2016_56_2_a13/}
}
TY - JOUR AU - A. V. Kel'manov AU - V. I. Khandeev TI - Fully polynomial-time approximation scheme for a special case of a quadratic Euclidean 2-clustering problem JO - Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki PY - 2016 SP - 332 EP - 340 VL - 56 IS - 2 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/ZVMMF_2016_56_2_a13/ LA - ru ID - ZVMMF_2016_56_2_a13 ER -
%0 Journal Article %A A. V. Kel'manov %A V. I. Khandeev %T Fully polynomial-time approximation scheme for a special case of a quadratic Euclidean 2-clustering problem %J Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki %D 2016 %P 332-340 %V 56 %N 2 %I mathdoc %U http://geodesic.mathdoc.fr/item/ZVMMF_2016_56_2_a13/ %G ru %F ZVMMF_2016_56_2_a13
A. V. Kel'manov; V. I. Khandeev. Fully polynomial-time approximation scheme for a special case of a quadratic Euclidean 2-clustering problem. Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 56 (2016) no. 2, pp. 332-340. http://geodesic.mathdoc.fr/item/ZVMMF_2016_56_2_a13/