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JOURNALS // Diskretnyi Analiz i Issledovanie Operatsii // Archive

Diskretn. Anal. Issled. Oper., 2024 Volume 31, Issue 2, Pages 136–143 (Mi da1349)

On the complexity of the problem of choice of large clusters

A. V. Pyatkin

Sobolev Institute of Mathematics, 4 Acad. Koptyug Avenue, 630090 Novosibirsk, Russia

Abstract: The paper considers the following problem. Given a set of Euclidean vectors, find several clusters with a restriction on the maximum scatter of each cluster so that the size of the minimum cluster would be maximum. Here the scatter is the sum of squared distances from the cluster elements to its centroid. The NP-hardness of this problem is proved in the case where the dimension of the space is a part of the input. Bibliogr. 15.

Keywords: cluster, centroid, scatter, NP-hardness.

UDC: 519.8+518.25

Received: 08.11.2023
Revised: 20.11.2023
Accepted: 22.12.2023

DOI: 10.33048/daio.2024.31.787


 English version:
Journal of Applied and Industrial Mathematics, 2024, 18:2, 312–315


© Steklov Math. Inst. of RAS, 2025