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  • August 15, 2024
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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 θ) = cos(nθ).

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 θ then

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

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

arccos(x) ≈ π/2 − x

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

Tn(x) ≈ cos(n(π/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.

Mote Chebyshev posts

  • Product of Chebyshev polynomials
  • Chebyshev’s other polynomials
  • Chebyshev approximation

The post Chebyshev polynomials as distorted cosines first appeared on John D. Cook.

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