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Directional Derivative


The directional derivative of a real-valued function f at a point x in the direction of a nonzero vector u is the limit

 del _(u)f(x)=lim_(h->0)(f(x+hu^^)-f(x))/h
(1)

when this limit exists, where u^^=u/||u|| is the corresponding unit vector. If f is differentiable at x, then the chain rule gives

 del _(u)f(x)=del f(x)·u^^,
(2)

where del f is the gradient and del is called "nabla" or "del" (Lebl 2026, pp. 40-42). Existence of the partial derivatives alone does not justify this gradient formula. All directional derivatives can exist at a point where f is not differentiable (Lebl 2026, pp. 44-45).

For a differentiable function, directional differentiation is also written in the notation

d/(ds)=s^^·del
(3)
=s_xpartial/(partialx)+s_ypartial/(partialy)+s_zpartial/(partialz),
(4)

where s denotes a unit vector in any given direction and partialf/partialx=f_x denotes a partial derivative.

Let u^^=(u_x,u_y,u_z) be a unit vector in Cartesian coordinates, so

 |u^^|=sqrt(u_x^2+u_y^2+u_z^2)=1,
(5)

then

 del _(u^^)f=(partialf)/(partialx)u_x+(partialf)/(partialy)u_y+(partialf)/(partialz)u_z.
(6)

See also

Derivative, Differentiable, Gradient, Partial Derivative, Vector Derivative

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References

Kaplan, W. "The Directional Derivative." §2.14 in Advanced Calculus, 4th ed. Reading, MA: Addison-Wesley, pp. 135-138, 1991.Lebl, J. Basic Analysis II: Introduction to Real Analysis, Vol. II, version 6.3. pp. 40-45, 2026. https://www.jirka.org/ra/realanal2.pdf.Morse, P. M. and Feshbach, H. "Directional Derivatives." In Methods of Theoretical Physics, Part I. New York: McGraw-Hill, pp. 32-33, 1953.

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Directional Derivative

Cite this as:

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

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