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Diskretnyi Analiz i Issledovanie Operatsii, 2014, Volume 21, Issue 3, Pages 41–52
(Mi da774)
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This article is cited in 35 scientific papers (total in 35 papers)
FPTAS for solving a problem of search for a vector subset
A. V. Kel'manovab, S. M. Romanchenkoab a S. L. Sobolev Institute of Mathematics, SB RAS, 4 Acad. Koptyug Ave., 630090 Novosibirsk, Russia
b Novosibirsk State University, 2 Pirogov St., 630090 Novosibirsk, Russia
Abstract:
We consider one NP-hard problem of searching for a vector subset in a given finite Euclidean vector set. It is assumed that the desired subset has a fixed cardinality and contains vectors close to the subset center under the criterion of the minimum sum-of-squared distances. The subset center is defined as the mean value of elements of required subsets. We prove that (unless P$=$NP) there are no fully polynomial time approximation scheme (FPTAS) for the general case of the problem. FPTAS for the case of fixed space dimension is presented. Bibliogr. 12.
Keywords:
search for a vector subset, Euclidean space, minimum sum-of-squared distances, NP-hardness, FPTAS.
Received: 11.11.2013 Revised: 29.01.2014
Citation:
A. V. Kel'manov, S. M. Romanchenko, “FPTAS for solving a problem of search for a vector subset”, Diskretn. Anal. Issled. Oper., 21:3 (2014), 41–52; J. Appl. Industr. Math., 8:3 (2014), 329–336
Linking options:
https://www.mathnet.ru/eng/da774 https://www.mathnet.ru/eng/da/v21/i3/p41
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