Regular value and critical value - Imported Knowlpedia Content

Let $U\subseteq \mathbb{R}^n$ be open and let $f:U\to \mathbb{R}^m$ be differentiable.

A value $b\in \mathbb{R}^m$ is a regular value of $f$ if for every $a\in f^{-1}(\{b\})$ the point $a$ is a regular point, i.e. $\forall a\in U,\; f(a)=b \implies \operatorname{rank} Df(a)=m.$ A value $b$ is a critical value if it is not a regular value; equivalently, there exists $a\in U$ such that $f(a)=b$ and $\operatorname{rank}Df(a)<m$ .

Remarks

Regular values are those at which the level set $f^{-1}(b)$ is expected to be a smooth $(n-m)$ -dimensional set (under appropriate hypotheses). Critical values correspond to "singular" level sets.

Examples

For $f:\mathbb{R}^2\to\mathbb{R}$ , $f(x,y)=x^2+y^2$ , the value $0$ is a critical value (attained at the critical point $(0,0)$ ), while every $b>0$ is a regular value.
For $f:\mathbb{R}\to\mathbb{R}$ , $f(x)=x^3$ , the value $0$ is a critical value since $f'(0)=0$ and $f(0)=0$ ; any $b\neq 0$ is a regular value.