PHYCS 6730 Lab Exercise
Exercise 1 Numerical differentiation and polynomial approximation experiment
The derivative of tan(x) is exactly 1/cos2(x). Using
Maple with 10 digit accuracy, find the best estimate of the derivative
at x = 1.2 using
- "3 pt" central difference estimate
[tan(x+h) - tan(x-h)]/(2h)
- "5 pt" central difference estimate
[tan(x-2h) - 8tan(x-h) + 8tan(x+h) - tan(x+2h)]/(12h)
Do this by varying the value of h and comparing the estimate
with the known exact result. You will see that as h is made
smaller, the accuracy improves. But when h is too small,
precision is lost. Optimize h only up to integer powers of 10,
such as 1e-2 or 1e-3, etc.
In your answer file show a table of your results.
Exercise 2. Chebyshev polynomial
- Use Maple to plot the Chebyshev polynomial T(8,x). What
is the largest magnitude of this function on [-1,1]? Could you
have anticipated this result from the general formula
T(n,x) = cos(n arccos x)?
- Find the zeros of T(8,x). These are proposed polynomial
interpolation points for approximating a function on the interval
[-1,1].