NP-Completeness of Some Problems of Partitioning a Finite Set of Points in Euclidean Space into Balanced Clusters


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详细

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.

作者简介

A. Kel’manov

Sobolev Institute of Mathematics, Siberian Branch, Russian Academy of Sciences; Novosibirsk State University

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Email: kelm@math.nsc.ru
俄罗斯联邦, Novosibirsk, 630090; Novosibirsk, 630090

A. Pyatkin

Sobolev Institute of Mathematics, Siberian Branch, Russian Academy of Sciences; Novosibirsk State University

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Email: artem@math.nsc.ru
俄罗斯联邦, Novosibirsk, 630090; Novosibirsk, 630090

V. Khandeev

Sobolev Institute of Mathematics, Siberian Branch, Russian Academy of Sciences; Novosibirsk State University

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Email: khandeev@math.nsc.ru
俄罗斯联邦, Novosibirsk, 630090; Novosibirsk, 630090


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