Necessary and Sufficient Conditions for Solving Infinite-Dimensional Linear Inequalities |
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Authors: | Stephen A Clark |
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Institution: | (1) Department of Statistics, University of Kentucky, Lexington, Kentucky 40506-0027, USA |
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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. |
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Keywords: | Adjoint operator linear inequality feasible solution Minkowski-Farkas Lemma positive cone Theorem of the Alternative |
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