Abstract:
The Capacitated Vehicle Routing Problem (CVRP) is a classical extremal combinatorial routing problem with numerous applications in operations research. Although the CVRP is strongly NP-hard both in the general case and in the Euclidean plane, it admits quasipolynomial- and even polynomial-time approximation schemes (QPTAS and PTAS) in Euclidean spaces of fixed dimension. At the same time, the metric setting of the problem is APX-complete even for an arbitrary fixed capacity q≥3. In this paper, we show that the classical Haimovich–Rinnooy Kan algorithm implements a PTAS and an Efficient Polynomial-Time Approximation Scheme (EPTAS) in an arbitrary metric space of fixed doubling dimension for q=o(loglogn) and for an arbitrary constant capacity, respectively.
Citation:
M. Yu. Khachay, Yu. Yu. Ogorodnikov, “Haimovich-Rinnooy Kan polynomial-time approximation scheme for the CVRP in metric spaces of a fixed doubling dimension”, Trudy Inst. Mat. i Mekh. UrO RAN, 25, no. 4, 2019, 235–248
\Bibitem{KhaOgo19}
\by M.~Yu.~Khachay, Yu.~Yu.~Ogorodnikov
\paper Haimovich-Rinnooy Kan polynomial-time approximation scheme for the CVRP in metric spaces of a fixed doubling dimension
\serial Trudy Inst. Mat. i Mekh. UrO RAN
\yr 2019
\vol 25
\issue 4
\pages 235--248
\mathnet{http://mi.mathnet.ru/timm1689}
\crossref{https://doi.org/10.21538/0134-4889-2019-25-4-235-248}
\elib{https://elibrary.ru/item.asp?id=41455540}
Linking options:
https://www.mathnet.ru/eng/timm1689
https://www.mathnet.ru/eng/timm/v25/i4/p235
This publication is cited in the following 4 articles:
M. Yu. Khachay, E. D. Neznakhina, K. V. Ryzhenko, “Constant-Factor Approximation Algorithms for a Series of Combinatorial Routing Problems Based on the Reduction to the Asymmetric Traveling Salesman Problem”, Proc. Steklov Inst. Math. (Suppl.), 319, suppl. 1 (2022), S140–S155
M. Khachay, Yu. Ogorodnikov, D. Khachay, “Efficient approximation of the metric CVRP in spaces of fixed doubling dimension”, J. Glob. Optim., 80:3 (2021), 679–710
M. Yu. Khachay, Yu. Yu. Ogorodnikov, “Efficient approximation of the capacitated vehicle routing problem in a metric space of an arbitrary fixed doubling dimension”, Dokl. Math., 102:1 (2020), 324–329
Michael Khachay, Yuri Ogorodnikov, Daniel Khachay, Lecture Notes in Computer Science, 12095, Mathematical Optimization Theory and Operations Research, 2020, 49