Linear Ordering Problem: An Algorithm for the Optimal Solution
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Date
2014
Authors
Journal Title
Journal ISSN
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Publisher
African Journal of Science and Technology
Abstract
In this paper we describe and implement an algorithm for the exact solution of the
Linear Ordering problem. Linear Ordering is the problem of finding a linear order of the nodes of
a graph such that the sum of the weights which are consistent with this order is as large as possible.
It is an NP - Hard combinatorial optimisation problem with a large number of applications, including
triangulation of input - output matrices in Economics, aggregation of individual preferences and
ordering of teams in sports. We implement an algorithm for the exact solution using cutting plane
and branch and bound procedures. The program developed is then applied to the triangulation
problem for the input - output tables. We have been able to triangulate input - output matrices of
size up to 41 x 41.
Description
Keywords
Linear Ordering Problem, Algorithm, optimal solution
Citation
Mushi, A.R., 2005. The linear ordering problem: an algorithm for the optimal solution. African Journal of Science and Technology, 6(1).