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Diskretnyi Analiz i Issledovanie Operatsii, 2011, Volume 18, Issue 3, Pages 11–20
(Mi da650)
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Probabilistic analysis of decentralized version of оne generalization of the assignment problem
E. Kh. Gimadiab, V. T. Dementevab a S. L. Sobolev Institute of Mathematics, SB RAS, Novosibirsk, Russia
b Novosibirsk State University, Novosibirsk, Russia
Abstract:
A decentralized version of the Semi-Assignment problem is considered, when elements of $m\times n$-matrix are nonnegative, $m=kn$, $k$ is natural number. It is supposed, that $nk$ elements of the matrix are chosen: $k$ elements in each column and one element in each row in order to maximize the total sum of chosen elements. An approximation algorithm with $O(mn)$ time complexity is presented. In the case of inputs, when elements are independent random values with common uniform distribution function, the estimations of a relative error and a fault probability of the algorithm are obtained, and conditions of asymptotic optimality are established. Bibliogr. 8.
Keywords:
decentralized transportation problem, NP-hardness, approximation algorithm, asymptotic optimality, Petrov's theorem, uniform distribution.
Received: 11.03.2010 Revised: 12.04.2011
Citation:
E. Kh. Gimadi, V. T. Dementev, “Probabilistic analysis of decentralized version of оne generalization of the assignment problem”, Diskretn. Anal. Issled. Oper., 18:3 (2011), 11–20
Linking options:
https://www.mathnet.ru/eng/da650 https://www.mathnet.ru/eng/da/v18/i3/p11
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Abstract page: | 366 | Full-text PDF : | 84 | References: | 61 | First page: | 6 |
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