Critical value

A value attained at some point where the derivative is not surjective
Critical value

A critical value of a differentiable map F:URmF:U\to \mathbb{R}^m (with URnU\subseteq \mathbb{R}^n and mnm\le n) is a point yRmy\in \mathbb{R}^m for which there exists aUa\in U with F(a)=yF(a)=y such that aa is not a of FF.

Equivalently, yy is critical if the fiber F1({y})F^{-1}(\{y\}) contains at least one point where the fails to have full rank. Values that are not critical are precisely the .

Examples:

  • For F(x,y)=x2+y2F(x,y)=x^2+y^2, the value 00 is a critical value, since F1({0})={(0,0)}F^{-1}(\{0\})=\{(0,0)\} and the derivative is not surjective at (0,0)(0,0).
  • For F(x)=x3F(x)=x^3 as a map RR\mathbb{R}\to\mathbb{R}, the value 00 is a critical value because F(0)=0F'(0)=0.