Generic Uniqueness of the Solutions to a Continuous Linear Programming Problem
Author(s) -
Nicola G. Persico
Publication year - 2005
Publication title -
ssrn electronic journal
Language(s) - English
Resource type - Journals
ISSN - 1556-5068
DOI - 10.2139/ssrn.659143
Subject(s) - uniqueness , mathematics , linear programming , mathematical optimization , computer science , calculus (dental) , mathematical economics , mathematical analysis , medicine , dentistry
Consider two continuous functions f,g mapping the interval [0,S] of the real line into R. Let f also be strictly increasing. We are interested in the set of probability distributions on the interval [0,S] that maximize the expectation of f subject to the constraint that the expectation of g be no greater than a constant. We provide a sufficient condition on the pair (f,g) for the solution to this linear programming problem to be unique and show that this sufficient condition is satisfied generically.
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