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Luca Sodomaco

Publications and source records attributed to Luca Sodomaco.

20 records · Page 2Linked to original sources

On the product of the singular values of a binary tensor

A real binary tensor consists of $2^d$ real entries arranged into hypercube format $2^{\times d}$. For $d=2$, a real binary tensor is a $2\times 2$ matrix with two singular values. Their product is the determinant. We generalize this formula for any $d\ge 2$. Given a partition $μ\vdash d$ and a $μ$-symmetric real binary tensor $t$, we study the distance function from $t$ to the variety $X_{μ,\mathbb{R}}$ of $μ$-symmetric real binary tensors of rank one. The study of the local minima of this function is related to the computation of the singular values of $t$. Denoting with $X_μ$ the complexification of $X_{μ,\mathbb{R}}$, the Euclidean Distance polynomial $\mathrm{EDpoly}_{X_μ^\vee,t}(ε^2)$ of the dual variety of $X_μ$ at $t$ has among its roots the singular values of $t$. On one hand, the lowest coefficient of $\mathrm{EDpoly}_{X_μ^\vee,t}(ε^2)$ is the square of the $μ$-discriminant of $t$ times a product of sum of squares polynomials. On the other hand, we describe the variety of $μ$-symmetric binary tensors that do not admit the maximum number of singular values, counted with multiplicity. Finally, we compute symbolically all the coefficients of $\mathrm{EDpoly}_{X_μ^\vee,t}(ε^2)$ for tensors of format $2\times 2\times 2$.

math.AG↗

The product of the eigenvalues of a symmetric tensor

We study E-eigenvalues of a symmetric tensor $f$ of degree $d$ on a finite-dimensional Euclidean vector space $V$, and their relation with the E-characteristic polynomial of $f$. We show that the leading coefficient of the E-characteristic polynomial of $f$, when it has maximum degree, is the $(d-2)$-th power (respectively the $((d-2)/2)$-th power) when $d$ is odd (respectively when $d$ is even) of the $\widetilde{Q}$-discriminant, where $\widetilde{Q}$ is the $d$-th Veronese embedding of the isotropic quadric $Q\subseteq\mathbb{P}(V)$. This fact, together with a known formula for the constant term of the E-characteristic polynomial of $f$, leads to a closed formula for the product of the E-eigenvalues of $f$, which generalizes the fact that the determinant of a symmetric matrix is equal to the product of its eigenvalues.

math.AG↗