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Partial Derivative


A partial derivative is a derivative of a function of several variables with respect to one variable, holding the others fixed.

 (partialf)/(partialx_m)=lim_(h->0)(f(x_1,...,x_m+h,...,x_n)-f(x_1,...,x_m,...,x_n))/h.
(1)

The above partial derivative is sometimes denoted f_(x_m) for brevity.

Repeated partial derivatives are denoted by subscripts recording the order of differentiation from left to right. The operators in Leibniz notation act from right to left (Lebl 2026, p. 60), so

(partial^2f)/(partialx^2)=f_(xx)
(2)
(partial^2f)/(partialypartialx)=f_(xy)
(3)
(partial^3f)/(partialypartialx^2)=f_(xxy).
(4)

Such partial derivatives involving more than one variable are called mixed partial derivatives.

For a twice continuously differentiable function f(x,y) in a neighborhood of (a,b),

 f_(xy)(a,b)=f_(yx)(a,b).
(5)

More generally, if all partial derivatives of order at most k are continuous, their order can be interchanged. For k=3 this gives

 f_(xxy)=f_(xyx)=f_(yxx).
(6)
PartialDerivative

If the continuity requirement for mixed partials is dropped, it is possible to construct functions for which mixed partials are not equal. An example is the function

 f(x,y)={(xy(x^2-y^2))/(x^2+y^2)   for (x,y)!=(0,0); 0   for (x,y)=(0,0),
(7)

which has f_(xy)(0,0)=-1 and f_(yx)(0,0)=1 (Wagon 1991, Trott 2006). This function is depicted above and by Fischer (1986).

Abramowitz and Stegun (1972) give finite difference versions for partial derivatives.

A differential equation expressing one or more quantities in terms of partial derivatives is called a partial differential equation. Partial differential equations are extremely important in physics and engineering, and are in general difficult to solve.


See also

Ablowitz-Ramani-Segur Conjecture, Derivative, Exact Differential, Mixed Partial Derivative, Monkey Saddle, Multivariable Calculus, Partial Differential Equation Explore this topic in the MathWorld classroom

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References

Abramowitz, M. and Stegun, I. A. (Eds.). Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables, 9th printing. New York: Dover, pp. 883-885, 1972.Fischer, G. (Ed.). Plate 121 in Mathematische Modelle aus den Sammlungen von Universitäten und Museen, Bildband. Braunschweig, Germany: Vieweg, p. 118, 1986.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.Thomas, G. B. and Finney, R. L. §16.8 in Calculus and Analytic Geometry, 9th ed. Reading, MA: Addison-Wesley, 1996.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/.Wagon, S. Mathematica in Action. New York: W. H. Freeman, pp. 83-85, 1991.

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Partial Derivative

Cite this as:

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

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