Given a directed graph G(V,A), the p-Median problem consists of determining p nodes (the median nodes) minimizing the total distance from the other nodes of the graph. We present a Branch-and-Cut-and-Price algorithm yielding provably good solutions for instances with vertical bar V vertical bar <= 3795. Key ingredients of the algorithm are a delayed column-and-row generation technique, exploiting the special structure of the formulation, to solve the LP-relaxation, and cutting planes to strengthen the formulation and limit the size of the enumeration tree.

Computational study of large-scale p-Median problems / Pasquale, Avella; Sassano, Antonio; Igor, Vasil'Ev. - In: MATHEMATICAL PROGRAMMING. - ISSN 0025-5610. - 109:1(2007), pp. 89-114. [10.1007/s10107-005-0700-6]

Computational study of large-scale p-Median problems

SASSANO, Antonio;
2007

Abstract

Given a directed graph G(V,A), the p-Median problem consists of determining p nodes (the median nodes) minimizing the total distance from the other nodes of the graph. We present a Branch-and-Cut-and-Price algorithm yielding provably good solutions for instances with vertical bar V vertical bar <= 3795. Key ingredients of the algorithm are a delayed column-and-row generation technique, exploiting the special structure of the formulation, to solve the LP-relaxation, and cutting planes to strengthen the formulation and limit the size of the enumeration tree.
2007
branch-and-cut-and-price algorithm; column generation; cutting plane; p-median
01 Pubblicazione su rivista::01a Articolo in rivista
Computational study of large-scale p-Median problems / Pasquale, Avella; Sassano, Antonio; Igor, Vasil'Ev. - In: MATHEMATICAL PROGRAMMING. - ISSN 0025-5610. - 109:1(2007), pp. 89-114. [10.1007/s10107-005-0700-6]
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