English

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 Cd,n\mathcal{C}_{d,n} be the convex cone consisting of real nn-variate degree dd forms that are strictly positive on Rn{0}\mathbb{R}^n\setminus \{\mathbf{0}\}. We prove that the Lebesgue volume of the sublevel set {g1}\{g\leq 1\} of gCd,ng\in \mathcal{C}_{d,n} is a completely monotone function on Cd,n\mathcal{C}_{d,n} 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 dd 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}
}

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21 pages