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Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki, 2021, Volume 61, Number 7, Pages 1206–1219
DOI: https://doi.org/10.31857/S0044466921070140
(Mi zvmmf11270)
 

This article is cited in 1 scientific paper (total in 1 paper)

Computer science

Approximation of the capacitated vehicle routing problem with a limited number of routes in metric spaces of fixed doubling dimension

Yu. Yu. Ogorodnikovab, M. Yu. Khachayabc

a Krasovskii Institute of Mathematics and Mechanics, Ural Branch, Russian Academy of Sciences, 620108, Yekaterinburg, Russia
b Ural Federal University named after the First President of Russia B. N. Yeltsin, Ekaterinburg
c Omsk State Technical University, 644050, Omsk, Russia
Citations (1)
Abstract: The capacitated vehicle routing problem (CVRP) is a classical combinatorial optimization problem having a wide range of practically important applications in operations research. As most combinatorial problems, CVRP is strongly NP-hard (even on the Euclidean plane). A metric instance of CVRP is APX-complete, so it cannot be approximated to arbitrary prescribed accuracy in the class of polynomial time algorithms (assuming that $P\ne NP$). Nevertheless, in the case of finite-dimensional Euclidean spaces, a quasi-polynomial or even polynomial time approximation scheme can be found for the problem by applying an approach based on works by S. Arora, A. Das, and C. Mathieu. Below, this approach has been extended for the first time to a significantly larger class of metric spaces of fixed doubling dimension. It is shown that CVRP formulated in such a space has a quasi-polynomial time approximation scheme whenever the number of routes in its optimal solution is bounded above by a polynomial in the logarithm of the input size.
Key words: Capacitated Vehicle Routing Problem (CVRP), Quasi-Polynomial Time Approximation Scheme (QPTAS), metric space, doubling dimension.
Funding agency Grant number
Ministry of Education and Science of the Russian Federation 075-02-2021-1383
Russian Foundation for Basic Research 19-07-01243
This work was performed as part of research conducted in the Ural Mathematical Center with the financial support of the Ministry of Science and Higher Education of the Russian Federation (agreement number 075-02-2021-1383) and the Russian Foundation for Basic Research (project no. 19-07-01243).
Received: 26.11.2020
Revised: 26.11.2020
Accepted: 11.03.2021
English version:
Computational Mathematics and Mathematical Physics, 2021, Volume 61, Issue 7, Pages 1194–1206
DOI: https://doi.org/10.1134/S0965542521070149
Bibliographic databases:
Document Type: Article
UDC: 519.72
Language: Russian
Citation: Yu. Yu. Ogorodnikov, M. Yu. Khachay, “Approximation of the capacitated vehicle routing problem with a limited number of routes in metric spaces of fixed doubling dimension”, Zh. Vychisl. Mat. Mat. Fiz., 61:7 (2021), 1206–1219; Comput. Math. Math. Phys., 61:7 (2021), 1194–1206
Citation in format AMSBIB
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\vol 61
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  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    Журнал вычислительной математики и математической физики Computational Mathematics and Mathematical Physics
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