Article 6Q0VM Chebyshev polynomials as distorted cosines

Chebyshev polynomials as distorted cosines

by
John
from John D. Cook on (#6Q0VM)

Forman Acton's book Numerical Methods that Work describes Chebyschev polynomials as

cosine curves with a somewhat disturbed horizontal scale, but the vertical scale has not been touched.

The relation between Chebyshev polynomials and cosines is

Tn(cos ) = cos(n).

Some sources take this as the definition of Chebyshev polynomials. Other sources define the polynomials differently and prove this equation as a theorem.

It follows that if we let x = cos then

Tn(x) = cos(n arccos x).

Now sin x = cos(/2 - x) and for small x, sin x x. This means

arccos(x) /2 - x

for x near 0, and so we should expect the approximation

Tn(x) cos(n(/2 - x)).

to be accurate near the middle of the interval [-1, 1] though not at the ends. A couple plots show that this is the case.

acton5.png

acton8.png

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