MHB How is the parital derivative (even in Leibniz notation) ambiguous?

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Partial derivatives in Leibniz notation can be ambiguous, particularly when multiple variables are involved, as in the example of a function f(x,y)=z where y depends on x and t. The notation \(\frac{\partial z}{\partial x}\) lacks clarity regarding which variable x is being referenced. This ambiguity can lead to confusion in multi-variable calculus, as highlighted by the professor's custom notation. Spivak's work in "Calculus on Manifolds" illustrates this issue by showing that the same function can have different meanings depending on the context of the variables. Understanding these nuances is crucial for accurately interpreting partial derivatives in complex functions.
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I had taken a multi-variable calculus course and since have misplaced my notes. I recall the prof inventing his own notation because somewhere partial derivatives using Leibniz notation don't show the correct path. I think it was something like if you had a function f(x,y)=z and y depended on x and t then if you write

[math] \frac{\partial z}{\partial x}[/math] it's unclear which x is being referred to. Is this right? If no does anyone else know of an amibguity that arises?
 
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In Calculus on Manifolds, Spivak does mention the following:

$$\frac{\partial f}{\partial x} = \frac{\partial f}{\partial u} \frac{\partial u}{\partial x} + \frac{\partial f}{\partial v} \frac{\partial v}{\partial x}.$$

Note that $f$ has distinct meanings on each side. Another usual notation is $f_x$.
 
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