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Supports and convex envelopes
Authors:Stephen J Grotzinger
Institution:(1) Department of Mathematical Sciences, George Mason University, 4400 University Drive, 22030 Fairfax, VA, USA
Abstract:The construct of anL 1-Support is extended to the environment of a lower semicontinuous function over a solid, finite union of polytopes by utilizing the convex envelope of the function. The existence of and a characterization for theL 1-Support of the convex envelope are established. The characterization is solely dependent upon the original function’s characteristics and thus the need to calculate the functional form of the convex envelope explicity is eliminated.
Keywords:Centroid  Conjugate Function  Convex Envelope  Convex Hull  Global Optimization  Locally Simplicial Set            L          1-Support  Lower Semicontinuous Function  Semi-Infinite Programming  Separable Optimization Problem  Subdifferential  Subgradient
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