Definition: The neighborhood of a point $\mathbf{p}\in {\mathbb{R}}^d$ is the set $\{\mathbf{x}:\Vert \mathbf{x}-\mathbf{p}\Vert <\delta \}$, abbreviated $N_{\delta }(\mathbf{p})$.