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Directional derivative
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{{Short description|Instantaneous rate of change of the function}} {{refimprove section|date=October 2012|talk=Verifiability of definition}} {{Calculus |Vector}} In [[multivariable calculus]], the '''directional derivative''' measures the rate at which a function changes in a particular direction at a given point.{{cn|date=November 2023}} The directional derivative of a multivariable [[differentiable function|differentiable (scalar) function]] along a given [[vector (mathematics)|vector]] '''v''' at a given point '''x''' intuitively represents the instantaneous rate of change of the function, moving through '''x''' with a direction specified by '''v'''. The directional derivative of a [[Scalar field|scalar function]] ''f'' with respect to a vector '''v''' at a point (e.g., position) '''x''' may be denoted by any of the following: <math display="block"> \begin{aligned} \nabla_{\mathbf{v}}{f}(\mathbf{x}) &=f'_\mathbf{v}(\mathbf{x})\\ &=D_\mathbf{v}f(\mathbf{x})\\ &=Df(\mathbf{x})(\mathbf{v})\\ &=\partial_\mathbf{v}f(\mathbf{x})\\ &=\mathbf{v}\cdot{\nabla f(\mathbf{x})}\\ &=\mathbf{v}\cdot \frac{\partial f(\mathbf{x})}{\partial\mathbf{x}}.\\ \end{aligned} </math> It therefore generalizes the notion of a [[partial derivative]], in which the rate of change is taken along one of the [[Curvilinear coordinates|curvilinear]] [[coordinate curves]], all other coordinates being constant. The directional derivative is a special case of the [[Gateaux derivative]].
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