An efficient ordering method and data structure of the interior point method (putting emphasis on the minimum deficiency ordering)

An efficient ordering method and data structure of the interior point method (putting emphasis on the minimum deficiency ordering)

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Article ID: iaor19972129
Country: South Korea
Volume: 21
Issue: 3
Start Page Number: 63
End Page Number: 74
Publication Date: Dec 1996
Journal: Journal of the Korean ORMS Society
Authors: , ,
Keywords: heuristics
Abstract:

Ordering plays an important role in solving an LP problem with sparse matrix by the interior point method. Since ordering is NP-complete, the authors try to find an efficient heuristic method. The objective of this paper is to present an efficient heuristic ordering method for implementation of the minimum deficiency method. Both the ordering method and the data structure play important roles in implementation. First the authors define a new heuristic pseudo-deficiency ordering method and a data structure for the method-quotient graph and clique storage. Next they show an experimental result in terms of time and nonzero numbers by NETLIB problems. [In Korean.]

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