TOPICS
Search

Mixed Partial Derivative


A mixed partial derivative is a partial derivative of second or greater order taken with respect to at least two different variables. With subscripts recording the order of differentiation from left to right,

 f_(xy)=partial/(partialy)((partialf)/(partialx))=(partial^2f)/(partialypartialx).

Thus f_(xy) differentiates first with respect to x and then with respect to y, whereas the operators in Leibniz notation act from right to left (Lebl 2026, p. 60).

If f is twice continuously differentiable in an open set, then f_(xy)=f_(yx) throughout that set. More generally, if all partial derivatives of order at most k are continuous, changing the order of k differentiations does not change the result (Lebl 2026, pp. 60-62). In particular, the Hessian of a twice continuously differentiable real-valued function is a symmetric matrix.

Existence of both mixed partial derivatives at a point does not ensure their equality. They can differ even for a continuously differentiable function, as in the partial derivative counterexample discussed by Trott (2006).


See also

Hessian, Partial Derivative

Explore with Wolfram|Alpha

References

Lebl, J. Basic Analysis II: Introduction to Real Analysis, Vol. II, version 6.3. pp. 60-62, 2026. https://www.jirka.org/ra/realanal2.pdf.Trott, M. "Differentiation." §1.6.1 in The Mathematica GuideBook for Symbolics. New York: Springer-Verlag, 2006. https://doi.org/10.1007/0-387-28815-5. https://www.mathematicaguidebooks.org/.

Referenced on Wolfram|Alpha

Mixed Partial Derivative

Cite this as:

Weisstein, Eric W. "Mixed Partial Derivative." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/MixedPartialDerivative.html

Subject classifications