Analytical properties of the central path at boundary point in linear programming

Analytical properties of the central path at boundary point in linear programming

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Article ID: iaor20001128
Country: Germany
Volume: 84
Issue: 2
Start Page Number: 335
End Page Number: 355
Publication Date: Jan 1999
Journal: Mathematical Programming
Authors:
Abstract:

We study the properties of the weighted central paths in linear programming. We consider each path as the function of the parameter μ ≥ 0 where the value at μ = 0 corresponds to the limit point at the boundary of the feasible set. We calculate the recursive formulas for the central path derivatives of all orders valid at each μ ≥ 0. We establish the geometric growth of the derivatives and, consequently, the analyticity of the weighted central path at μ ≥ 0. This paper also provides the analysis of limiting behavior of those projection operators which often appear in the interior point methods.

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