derivatives, and the gradient

cp /math/calclab/MA1024/Pardiff_start.mws ~

You can copy the worksheet now, but you should read through the lab
before you load it into Maple. Once you have read to the exercises,
start up Maple, load
the worksheet `Pardiff_start.mws`, and go through it
carefully. Then you can start working on the exercises.

The Maple commands for computing partial derivatives are `D`
and `diff`. The **Getting Started** worksheet has examples
of how to use these commands to compute partial derivatives.

to compute the directional derivative. However, the following computation, based on the definition, is often simpler to use.

One way to think about this that can be helpful in understanding directional derivatives is to realize that is a straight line in the plane. The plane perpendicular to the plane that contains this straight line intersects the surface in a curve whose coordinate is . The derivative of at is the rate of change of at the point moving in the direction .

Maple doesn't have a simple command for computing directional
derivatives. There is a command in the `tensor` package that
can be used, but it is a little confusing unless you know something
about tensors. Fortunately, the method described above and the method
using the gradient described below are both easy to implement in
Maple. Examples are given in the `Getting Started` worksheet.

As described in the text, the gradient has several important properties, including the following.

- The gradient can be used to compute the directional derivative
as follows.

- The gradient points in the direction of maximum increase of the value of at .
- The gradient is perpendicular to the level curve of that passes through the point .
- The gradient can be easily generalized to apply to functions of three or more variables.

Maple has a fairly simple command `grad` in the `linalg`
package (which we used for curve computations). Examples of computing
gradients, using the gradient to compute directional derivatives, and
plotting the gradient field are all in the `Getting Started`
worksheet.

- For the function
,
- Generate a surface plot and a contour plot of over the domain and .
- Compute the two first order partial derivatives at the point
using the
`diff`command. - Compute the three second order partial derivatives at the point
using the
`D`command.

- Using method 2 from the
`Getting Started`worksheet compute the directional derivative of at the point in each of the directions below. Explain your results in terms of being positive, negative or zero and what that tells about the surface at that point in the given direction. - Using the method from the
`Getting Started`worksheet, plot the gradient field and the contours of on the same plot. Describe the surface of at the origin using both the gradient field and the countour plot in your explanation. You should probably use a smaller domain like and to help you see what is going on at . After your explanation, plot the surface of again over this smaller domain and rotate your plot until it is in a position that supports your claim of what is happening at the origin.

2005-02-01