Approximation algorithms for some intractable problems of choosing a vector subsequence

被引:0
|
作者
A. V. Kel’manov
S. M. Romanchenko
S. A. Khamidullin
机构
[1] Sobolev Institute of Mathematics,
[2] Novosibirsk State University,undefined
关键词
search for a vector subset; minimum sum of squares of distances; cluster analysis; NP-hardness; efficient approximation algorithm;
D O I
10.1134/S1990478912040059
中图分类号
学科分类号
摘要
We consider some intractable optimization problems of finding a subsequence in a finite sequence of vectors of the Euclidean space. We assume that the sought subsequence contains a fixed number of vectors close to each other under the criterion of the minimum sum of the squares of distances. Moreoveer, this subsequence has to satisfy the following condition: the difference between the indexes of each previous and next vectors of the sought subsequence is bounded with lower and upper constants. Some 2-approximation efficient algorithms for solving these problems are introduced.
引用
收藏
页码:443 / 450
页数:7
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