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Necessary and Sufficient Conditions for Solving Infinite-Dimensional Linear Inequalities
Authors:Stephen A Clark
Institution:(1) Department of Statistics, University of Kentucky, Lexington, Kentucky 40506-0027, USA
Abstract:The existence of a feasible solution to a system of infinite-dimensional linear inequalities is characterized by a topological generalization of the Farkas Condition. If this result is specialized to a finite-dimensional vector space with finite positive cone, then a geometric proof of the classic Minkowski-Farkas Lemma is obtained. A dual version leads to an infinite-dimensional extension of the Theorem of the Alternative.
Keywords:Adjoint operator  linear inequality  feasible solution  Minkowski-Farkas Lemma  positive cone  Theorem of the Alternative
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