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On stable least squares solution to the system of linear inequalities
Authors:Evald Übi
Institution:(1) Department of Economics, Tallinn University of Technology, 11712 Tallinn, Estonia
Abstract:The system of inequalities is transformed to the least squares problem on the positive ortant. This problem is solved using orthogonal transformations which are memorized as products. Author’s previous paper presented a method where at each step all the coefficients of the system were transformed. This paper describes a method applicable also to large matrices. Like in revised simplex method, in this method an auxiliary matrix is used for the computations. The algorithm is suitable for unstable and degenerate problems primarily.
Keywords:System of linear inequalities  method of least squares  Householder transformation  successive projection
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