Non-negative forms, volumes of sublevel sets, complete monotonicity and moment matrices
Algebraic Geometry
2022-06-13 v1 Functional Analysis
Optimization and Control
Abstract
Let be the convex cone consisting of real -variate degree forms that are strictly positive on . We prove that the Lebesgue volume of the sublevel set of is a completely monotone function on and investigate the related properties. Furthermore, we provide (partial) characterization of forms, whose sublevel sets have finite Lebesgue volume. Finally, we discover an interesting property of a centered Gaussian distribution, establishing a connection between the matrix of its degree moments and the quadratic form given by the inverse of its covariance matrix.
Keywords
Cite
@article{arxiv.2206.05170,
title = {Non-negative forms, volumes of sublevel sets, complete monotonicity and moment matrices},
author = {Khazhgali Kozhasov and Jean B. Lasserre},
journal= {arXiv preprint arXiv:2206.05170},
year = {2022}
}
Comments
21 pages