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LPINT: LP Software Based on the Interior Point Method

Janez Barle, Janez Grad

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Abstract

Karmarkar’s algorithm (Karmarkar 1984) and other interior point methods are now regarded as a competitive methods for solving linear programming (LP) problems. It is therefore worth-while to undertake development of a professional LP software based on some particular interior point method. We describe design and implementation aspects of LPINT, an LP software package which is based on the primal-dual interior point algorithm.

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What this paper is about

Karmarkar’s algorithm (Karmarkar 1984) and other interior point methods are now regarded as a competitive methods for solving linear programming (LP) problems. It is therefore worth-while to undertake development of a professional LP software based on some particular interior point method. We describe design and implementation aspects of LPINT, an LP software package which is based on the primal-dual interior point algorithm.

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Available abstract

Karmarkar’s algorithm (Karmarkar 1984) and other interior point methods are now regarded as a competitive methods for solving linear programming (LP) problems. It is therefore worth-while to undertake development of a professional LP software based on some particular interior point method. We describe design and implementation aspects of LPINT, an LP software package which is based on the primal-dual interior point algorithm.

Key concepts: Interior point method, Linear programming, Point (geometry), Software, Mathematical optimization, Computer science, Software package, Mathematics

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