Let
be defined on
by
and, for
- Prove that both partial derivatives
and
exist
at each point in the plane.
- Show that
and
- Show that
exists at each point in the plane, but that it is not continuous at
The following exercise is an obvious generalization of the First Derivative Test for Extreme Values,
[link] , to real-valued functions of two real variables.
Let
be a real-valued function of two real variables,
and let
be a point at which
attains a local maximum or a local minimum.
Show that ifeither of the partial derivatives
or
exists at
then it must be equal to 0.
HINT: Just consider real-valued functions of a real variable like
or
and use
[link] .
Whenever we make a new definition about functions, the question arisesof how the definition fits with algebraic combinations of
functions and how it fits with the operation of composition.In that light, the next theorem is an expected one.
(Chain Rule again)
Suppose
is a subset of
that
is a point in the interior of
and that
is a real-valued function that is differentiable, as a function of two real variables, at the point
Suppose that
is a subset of
that
belongs to the interior of
and that
is differentiable at the point
and
Write
Then the composition
is differentiable at
and
From the definition of differentiability of a real-valued function of two real variables, write
and from part (3) of
[link] , write
or, in component form,
and
We also have that
and
We will show that
is differentiable at
by showing
that there exists a number
and a function
satisfying
the two conditions of part (3) of
[link] .
Define
Thus, we have that
We define
and
By these definitions and the calculation above we have Equation (4.1)
so that it only remains to verify
[link] for the function
We have seen above that the first two parts of
satisfy the desired limit condition,
so that it is just the third part of
that requires some proof.
The required argument is analogous to the last part of the proof of the Chain Rule (
[link] ),
and we leave it as an exercise.
- Finish the proof to the preceding theorem by showing that
HINT: Review the corresponding part of the proof to
[link] .
- Suppose
is as in the preceding theorem and that
is a
real-valued function of a real variable.Suppose
is differentiable, as a function of two real variables,
at the point
and that
is differentiable
at the point
Let
Find a formula for the partial derivatives of the
real-valued function
of two real variables.
- (A generalized Mean Value Theorem)
Suppose
is a real-valued function of two real variables,
both of whose partial derivatives exist at each point in a disk
Show that, for any two points
and
in
there exists a point
on the line segment joining
to
such that
HINT: Let
be defined by
Now use the preceding theorem.
- Verify that the assignment
is linear; i.e., that
Check that the same is true for partial derivatives with respect to