학술논문

Computational study of large-scale p-Median problems.
Document Type
Article
Source
Mathematical Programming. Jan2007, Vol. 109 Issue 1, p89-114. 26p. 5 Diagrams, 10 Charts.
Subject
*MEDIAN (Mathematics)
*DIRECTED graphs
*GRAPH theory
*ALGORITHMS
*STATISTICS
Language
ISSN
0025-5610
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 | V|≤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. [ABSTRACT FROM AUTHOR]