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A Fast Parallel Algorithm for Minimum-Cost Small Integral Flows
Malmö högskola, Faculty of Technology and Society (TS).ORCID iD: 0000-0002-2316-2235
2015 (English)In: Algorithmica, ISSN 0178-4617, E-ISSN 1432-0541, Vol. 72, no 2, p. 607-619Article in journal (Refereed)
Abstract [en]

We present a new approach to the minimum-cost integral flow problem for small values of the flow. It reduces the problem to the tests of simple multivariate polynomials over a finite field of characteristic two for non-identity with zero. In effect, we show that a minimum-cost flow of value k in a network with n vertices, a sink and a source, integral edge capacities and positive integral edge costs polynomially bounded in n can be found by a randomized PRAM, with errors of exponentially small probability in n, running in O(klog(kn)+log(2)(kn)) time and using 2 (k) (kn) (O(1)) processors. Thus, in particular, for the minimum-cost flow of value O(logn), we obtain an RNC2 algorithm, improving upon time complexity of earlier NC and RNC algorithms.

Place, publisher, year, edition, pages
Springer, 2015. Vol. 72, no 2, p. 607-619
Keywords [en]
Maximum integral flow, Minimum-cost flow, Polynomial verification, Parallel algorithms, Randomized algorithms, Time complexity, Processor, complexity
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:mau:diva-2408DOI: 10.1007/s00453-013-9865-1ISI: 000354066300011Scopus ID: 2-s2.0-84929061709Local ID: 20002OAI: oai:DiVA.org:mau-2408DiVA, id: diva2:1399161
Available from: 2020-02-27 Created: 2020-02-27 Last updated: 2026-02-17Bibliographically approved

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Persson, Mia

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