I understand that gradients are vectors with partial derivatives as components when working in 3D space, but does the the existence of a gradient at a point imply continuity at that point?
2026-04-24 20:50:43.1777063843
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Help Understanding Gradients
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Wikipedia's Differentiable function article has this neat 2-d example:
$f(x,y) = \begin{cases}x & \text{if }y \ne x^2 \\ 0 & \text{if }y = x^2\end{cases}$
The gradient is uniquely defined at point $(0, 0)$, unaffected by the choice of axes along which you take the partial derivatives, but the discontinuity also exists to the limiting point $(0, 0)$. @TonyK comments that this function is continuous at $(0, 0)$. How about then:
$f(x,y) = \begin{cases}1 & \text{if }y \ne x^2 \text{ or } x = 0 \\ 0 & \text{if }y = x^2 \text{ and } x \ne 0\end{cases}$
No, see this question, it gives a counter-example of a function with partial derivatives at the origin that is not continuous. This is because not every path to the origin yields the same limit.