Efficient approximation of the metric CVRP in spaces of fixed doubling dimension

The capacitated vehicle routing problem (CVRP) is the well-known combinatorial optimization problem having numerous practically important applications. CVRP is strongly NP-hard (even on the Euclidean plane), hard to approximate in general case and APX-complete for an arbitrary metric. Meanwhile, for...

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Veröffentlicht in:Journal of global optimization 2021-07, Vol.80 (3), p.679-710
Hauptverfasser: Khachay, Michael, Ogorodnikov, Yuri, Khachay, Daniel
Format: Artikel
Sprache:eng
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Zusammenfassung:The capacitated vehicle routing problem (CVRP) is the well-known combinatorial optimization problem having numerous practically important applications. CVRP is strongly NP-hard (even on the Euclidean plane), hard to approximate in general case and APX-complete for an arbitrary metric. Meanwhile, for the geometric settings of the problem, there are known a number of quasi-polynomial and even polynomial time approximation schemes. Among these results, the well-known QPTAS proposed by Das and Mathieu appears to be the most general. In this paper, we propose the first extension of this scheme to a more wide class of metric spaces. Actually, we show that the metric CVRP has a QPTAS any time when the problem is set up in the metric space of any fixed doubling dimension d > 1 and the capacity does not exceed polylog ( n ) .
ISSN:0925-5001
1573-2916
DOI:10.1007/s10898-020-00990-0