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On the structure of optimal solutions in a mathematical programming problem in a convex space - MaRDI portal

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On the structure of optimal solutions in a mathematical programming problem in a convex space

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Publication:6436005

DOI10.1016/J.ORL.2023.07.006arXiv2305.05783MaRDI QIDQ6436005

Author name not available (Why is that?)

Publication date: 9 May 2023

Abstract: We consider an optimization problem in a convex space E with an affine objective function, subject to J constraints in the forms of inequalities on some other affine functions, where J is a given nonnegative integer. Under suitable conditions, we apply the Feinberg-Shwartz lemma in finite dimensional convex analysis to show that there exists an optimal solution, which is in the form of a mixture of no more than J+1 extreme points of E. It seems that in the current setup, this result has not yet been made available, because the concerned problem does not fit into the framework of standard convex optimization problems.





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