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Mathematical Programming
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https://dx.doi.org/10.48550/ar...
Article . 2023
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Convex envelopes of bounded monomials on two-variable cones

Authors: Pietro Belotti;

Convex envelopes of bounded monomials on two-variable cones

Abstract

Abstract We consider an n-variate monomial function that is restricted both in value by lower and upper bounds and in domain by two homogeneous linear inequalities. Monomial functions are building blocks for the class of Mixed Integer Nonlinear Optimization problems, which has many practical applications. We show that the upper envelope of the function in the given domain, for $$\textrm{n}\ge 2$$ n ≥ 2 , is given by a conic inequality, and present the lower envelope for $$\mathrm {n=2}$$ n = 2 . We also discuss branching rules that maintain these convex envelopes and their applicability in a branch-and-bound framework, then derive the volume of the convex hull for $$\mathrm {n=2}$$ n = 2 .

Keywords

monomials, volume, Polynomial optimization, 90C30, 90C26, 90C23, Nonlinear programming, Optimization and Control (math.OC), branching, FOS: Mathematics, convex envelope, Nonconvex programming, global optimization, Mathematics - Optimization and Control

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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