Research output: Contribution to journal › Article › peer-review
NP-Completeness of Some Problems of Partitioning a Finite Set of Points in Euclidean Space into Balanced Clusters. / Kel’manov, A. V.; Pyatkin, A. V.; Khandeev, V. I.
In: Doklady Mathematics, Vol. 100, No. 2, 01.09.2019, p. 416-419.Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - NP-Completeness of Some Problems of Partitioning a Finite Set of Points in Euclidean Space into Balanced Clusters
AU - Kel’manov, A. V.
AU - Pyatkin, A. V.
AU - Khandeev, V. I.
N1 - Publisher Copyright: © 2019, Pleiades Publishing, Ltd.
PY - 2019/9/1
Y1 - 2019/9/1
N2 - We consider three related problems of partitioning an N-element set of points in d-dimensional Euclidean space into two clusters balancing the value of (1) the intracluster quadratic variance normalized by the cluster size in the first problem; (2) the intracluster quadratic variance in the second problem; and (3) the size-weighted intracluster quadratic variance in the third problem. The NP-completeness of all these problems is proved.
AB - We consider three related problems of partitioning an N-element set of points in d-dimensional Euclidean space into two clusters balancing the value of (1) the intracluster quadratic variance normalized by the cluster size in the first problem; (2) the intracluster quadratic variance in the second problem; and (3) the size-weighted intracluster quadratic variance in the third problem. The NP-completeness of all these problems is proved.
UR - http://www.scopus.com/inward/record.url?scp=85075150257&partnerID=8YFLogxK
U2 - 10.1134/S1064562419050028
DO - 10.1134/S1064562419050028
M3 - Article
AN - SCOPUS:85075150257
VL - 100
SP - 416
EP - 419
JO - Doklady Mathematics
JF - Doklady Mathematics
SN - 1064-5624
IS - 2
ER -
ID: 22319261