ThmDex – An index of mathematical definitions, results, and conjectures.
▼ Set of symbols
▼ Alphabet
▼ Deduction system
▼ Theory
▼ Zermelo-Fraenkel set theory
▼ Set
▼ Binary cartesian set product
▼ Binary relation
▼ Map
▼ Operation
▼ N-operation
▼ Binary operation
▼ Enclosed binary operation
▼ Groupoid
▼ Ringoid
▼ Semiring
▼ Ring
▼ Left ring action
▼ Module
▼ Linear combination
▼ Linear map
▼ Linear form
▼ Distribution
▼ Distributional derivative
▼ Weak derivative
▼ Real matrix function derivative
▼ Euclidean real function derivative
▼ Strong directional derivative
▼ Strong partial derivative
▼ Strongly partially differentiable function
▼ Everyway strongly partially differentiable function
Definition D5622
Hessian real matrix function
Formulation 3
Let $f : \mathbb{R}^N \to \mathbb{R}$ be a D4364: Real function such that
(i) \begin{equation} f \in \mathcal{C}^2(\mathbb{R}^N \to \mathbb{R}) \end{equation}
The Hessian of $f$ is the D5655: Real matrix function \begin{equation} \mathbb{R}^N \to \mathbb{R}^{N \times N}, \quad x \mapsto \begin{bmatrix} \partial_1 \partial_1 f (x) & \partial_1 \partial_2 f (x) & \cdots & \partial_1 \partial_N f (x) \\ \partial_2 \partial_1 f (x) & \partial_2 \partial_2 f (x) & \cdots & \partial_2 \partial_N f (x) \\ \vdots & \vdots & \ddots & \vdots \\ \partial_N \partial_1 f (x) & \partial_N \partial_2 f (x) & \cdots & \partial_N \partial_N f (x) \end{bmatrix} \end{equation}