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Projection algorithms for linear programming

Identifieur interne : 002D23 ( Main/Exploration ); précédent : 002D22; suivant : 002D24

Projection algorithms for linear programming

Auteurs : U. Betke [Allemagne] ; P. Gritzmann [Allemagne]

Source :

RBID : ISTEX:6FE9317EF4EAD706B992EBF43CB0DA5558B022BC

Abstract

Based on the nearest-point projection of geometric convexity we give a general projection approach for solving the feasibility problem of linear programming. Application of Shor's method of space dilation gives rise to a family of polynomial-time ellipsoidal algorithms with improved termination criteria in case of infeasibility. Moreover, the approach renders possible application of various techniques from nonlinear programming. In particular, using a variable metric algorithm with exact line search we obtain a fast and practically well-behaving algorithm for linear programming.

Url:
DOI: 10.1016/0377-2217(92)90080-S


Affiliations:


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