Why Do Partial Derivatives and Full Differentiability Differ for f(x,y)?

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SUMMARY

The discussion centers on the function f(x,y) = (2xy)/(x² + y²) at the point (0,0). The first partial derivatives at this point yield an indeterminate form (0/0), while using the definition of derivatives leads to a finite value. It is established that the function does not have a continuous extension at the origin, and the limit of the gradient does not exist as (x,y) approaches (0,0) when evaluated in polar coordinates. The key takeaway is that having partial derivatives does not imply full differentiability for functions of multiple variables.

PREREQUISITES
  • Understanding of partial derivatives and their calculation
  • Familiarity with the definition of derivatives, specifically the Newton quotient
  • Knowledge of limits and continuity in multivariable calculus
  • Ability to convert Cartesian coordinates to polar coordinates
NEXT STEPS
  • Study the concept of differentiability in multivariable calculus
  • Learn about the implications of continuity of partial derivatives
  • Explore the use of polar coordinates in evaluating limits
  • Investigate examples of functions that exhibit partial derivatives but are not differentiable
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Students and educators in calculus, mathematicians exploring multivariable functions, and anyone seeking to deepen their understanding of differentiability versus partial derivatives.

naggy
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f(x,y) = (2xy)/(x2 + y2), 0 if (x,y) = (0,0)

Now I'm supposed to evaluate this at (0,0). I take the first partial derivative and I get 0/0 but when I use the definition of derivatives I get a whole number. Why the hell is this?
 
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What "definition" of the derivatives?

That function cannot be given a continuous extension at the origion.
 
I'm sorry. I'm talking about the definition of derivative, the Newton quotient. Letting the limit go to zero.

lim (f(x+h,y) - f(x,y))/h
(x,y) -> (0,0)
 
naggy said:
f(x,y) = (2xy)/(x2 + y2), 0 if (x,y) = (0,0)
Now I'm supposed to evaluate this at (0,0). I take the first partial derivative and I get 0/0 but when I use the definition of derivatives I get a whole number. Why the hell is this?
Surely you do not mean "I'm supposed to evaluate this at (0,0)". That's easy: it's 0!

As for the derivatives, I'm afraid I get exactly the opposite result to you.
The derivative with respect to x is taken for y fixed so it is the limit of [f(0+h,0)- f(0,0)]/h= 0. The derivative with respect to y is the same. (If you just "plug in" h=0 you get 0/0 but you know from Calculus I that that happens for any derivative.) The derivative is 0 because f(h,0)= 0 for any h. 0/h= 0 which has limit 0 as h goes to 0. Of course, the same is true the partial derivative with respect to y.

In order that the "derivative" (really the "gradient"), as opposed to the partial derivatives, the limit of [f(x+h_1,y+h_2)- f(x,y)]/\sqrt{h_1^2+ h_2^2} must exist as h_1 and h_2 go to 0 independently. Since we are talking about (x,y)= (0,0) this is just the same as taking the limit of
\frac{2xy}{(x^2+ y^2)^{3/2}}
as (x, y) goes to (0, 0). (I've replaced h_1 and h_2 by x and y for convenience.)
Best way to find a limit like that is to convert to polar coordinates:
\frac{2(r cos(\theta))(r sin(\theta))}{r^3}= \frac{2 sin(\theta)cos(\theta)}{r}
which clearly does not exist as r goes to 0.

Why the hell is this?
I suspect that your textbook is trying to convince you that "having partial derivatives" and "being differentiable" are not the same for functions of more than one variable. A function of several variables is "differentiable" at a point if and only if its partial derivatives are continuous at that point.
 

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