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We'll approach this topic via some examples:
We know how to differentiate y(x) with respect to x, using the power rule.
But there's another way to think about this relationship, and that's
This gives no priority to either variable -- it's symmetric in both.
(This means that the graph of $y$ is symmetric about the line $x=y$ -- and that could be used to find the derivative of $y$ from the derivative of $x$.)
We can still differentiate to find y'(x), however, using the product rule and something called "implicit differentiation". We consider $y$ and unknown (implicitly defined) function of $x$, treating it as $y(x)$; then, since both sides of the equation
are equal, the derivatives of both sides must be equal. We differentiate both sides, and equate them (using the product rule on the left). From this we obtain the correct derivative, as well.
The solution curves are hyperbolas (one of the "conic sections": those curves you get by slicing a cone).
One of the issues is that this is not the graph of a function -- it fails the vertical line test. But it is clearly a really important graph for us to be able to do calculus on (e.g. make tangent lines).
One approach to dealing with this object is to divide it into two separate functions: an upper and a lower function, which would look like this: \[ y=\pm \sqrt{16-x^2} \] The upper function corresponds to the "+" sign, whereas the lower corresponds to the "-" sign. But what a pain! This is where dealing with it as an implicit function helps us.
As an example of a problem one might want to solve for the graph above, what are the values of $a$ and $b$ such that the tangent to the circle goes through the point (4,2)?
I can think of two ways to solve this:
Q: What is the equation of the tangent line shown?
Even though the graph is not the graph of a function (either $y(x)$ or $x(y)$), we can still find tangent lines, etc., using ordinary derivatives. It is the case, however, that a single point in the plane can be represented by several different tangent lines (e.g. the point (0,0))
Q: What are the two equations of the tangent line to the point (0,0)?
Because the equation is symmetric in $y$ (it's even in $y$), we expect the curve to be a reflection about the $x$-axis (as we can see in the figure).
So if $(x,y)$ is a point on the graph, then $(x,-y)$ will also be on the graph (and vice versa).