Math 2.0

Approximations and expansions Definition

Kantorovich polynomials

Builds on Bernstein polynomialLp spaceBinomial coefficient

Definition

Let f ⁣:[0,1]→ℝf \colon [0, 1] \to \R be Lebesgue integrable and let n≥0n \ge 0 be an integer. The Kantorovich polynomial of degree nn of ff is Kn(f)(x)=(n+1)∑k=0n(nk)xk(1−x)n−k∫k/(n+1)(k+1)/(n+1)f(t) dt,x∈[0,1].K_n(f)(x) = (n + 1) \sum_{k=0}^{n} \binom{n}{k} x^k (1 - x)^{n-k} \int_{k/(n+1)}^{(k+1)/(n+1)} f(t) \, dt, \qquad x \in [0, 1].

Remarks

Let F(x)=∫0xf(t) dtF(x) = \int_0^x f(t) \, dt and let Bn+1B_{n+1} be the Bernstein polynomial operator of degree n+1n + 1. Then Kn(f)=(Bn+1F)′K_n(f) = (B_{n+1} F)', by the formula for the derivative of a Bernstein polynomial. Each KnK_n is a positive linear operator. For f∈Lp[0,1]f \in L^p[0, 1] with 1≤p<∞1 \le p < \infty, Kn(f)→fK_n(f) \to f in the LpL^p norm, and for continuous ff the convergence is uniform.

Example: for f(t)=tf(t) = t, the integral over [k/(n+1),(k+1)/(n+1)][k/(n+1), (k+1)/(n+1)] is 2k+12(n+1)2\frac{2k + 1}{2(n+1)^2}. Hence Kn(f)(x)=∑k(nk)xk(1−x)n−k2k+12(n+1)=nx+1/2n+1K_n(f)(x) = \sum_{k} \binom{n}{k} x^k (1 - x)^{n-k} \frac{2k + 1}{2(n + 1)} = \frac{nx + 1/2}{n + 1}, which tends to xx.

Non-example: the Bernstein polynomial Bnf(x)=∑k(nk)xk(1−x)n−kf(k/n)B_n f(x) = \sum_k \binom{n}{k} x^k (1 - x)^{n-k} f(k/n) is not a Kantorovich polynomial. It uses the point values f(k/n)f(k/n), so it changes when ff is changed on the null set {0,1/n,…,1}\set{0, 1/n, \dots, 1}, while Kn(f)K_n(f) does not.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Bernstein_polynomial
About this page
TagJ56JP23J57
URIm2://J56JP23J57
Kinddefinition
WritingW0 stub
MSC41A36, 41A10, 41A35
DefinesKantorovich polynomials
UsesBernstein polynomial, Lp space, Binomial coefficient

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