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Bernstein's theorem (approximation theory)

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In approximation theory, Bernstein's theorem is a converse to Jackson's theorem. The first results of this type were proved by Sergei Bernstein in 1912.

For approximation by trigonometric polynomials, the result is as follows:

Let f: [0, 2π] → C be a 2π-periodic function, and assume r is a natural number, and 0 < α < 1. If there exists a number C(f) > 0 and a sequence of trigonometric polynomials {Pn}nn0 such that

deg P n = n   , sup 0 x 2 π | f ( x ) P n ( x ) | C ( f ) n r + α   ,

then f = Pn0 + φ, where φ has a bounded r-th derivative which is α-Hölder continuous.

References

Bernstein's theorem (approximation theory) Wikipedia