Questions tagged [weierstrass-approximation]

For questions about or using the Weierstrass approximation theorem (or the Stone-Weierstrass theorem). The Weierstrass theorem states that if $f:[a,b]\to\mathbb R$ is continuous and if $\epsilon>0$, then there exists a polynomial $p$ such that $$ |f(x)-p(x)|<\epsilon $$ for all $x$ in $[a,b]$. In words, any continuous function on a closed and bounded interval can be uniformly approximated on that interval by polynomials to any degree of accuracy.

Convergence of sequences of functions is a major topic in Analysis. The Weierstrass approximation theorem states that the restrictions to $[a,b]$ of the polynomial functions are dense in the space of real-valued continuous functions $C([a,b])$ with respect to the supremum norm. In other words, every $f\in\mathcal{C}\bigl([a,b]\bigr)$ is the uniform limit of a sequence of polynomial functions.

A generalization of this theorem in the context of continuous functions defined on compact topological spaces $X$ is the Stone-Weierstrass theorem. It says that if $A$ is a unital sub-algebra of $C(X,\Bbb R)$ that separates points, then $A$ is dense in $C(X,\Bbb R)$. (Recall that an algebra is a module closed under products, i.e. $f,g\in A,\lambda\in\mathbb R$ implies $\lambda f+g\in A$; a unital sub-algebra of $C(X)$ is an algebra contained in $C(X)$ that contains the constant function $1$.

The theorem is also valid for complex valued functions, if one adds the condition that $A$ is closed under convex conjugation.

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A continuous function on $[0,1]$ orthogonal to each monomial of the form $x^{n^2}$

Let us consider the continuous functions over $[0,1]$ fulfilling $$ \int_{0}^{1} f(x) x^n\,dx = 0 $$ for $n=0$ and for every $n\in E\subseteq\mathbb{N}^+$. The Müntz–Szász theorem gives that $$ \sum_{n\in E}\frac{1}{n} = +\infty \Longleftrightarrow…
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Let f be a continuous real valued function on the compact interval [a,b]. Given ϵ>0, show that there is a polynomial p such that: |p(x)−f(x)|<ϵ

Let $f$ be a continuous real valued function on the compact interval $[a,b]$. Given $\epsilon > 0$, show that there is a polynomial $p$ such that: $p(a)=f(a)$, $p'(a)=0$ and $|p(x) - f(x)| < \epsilon$ This is a question I came across in Pugh's Real…
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Proof of inequality in Weierstrass approximation theorem proof through probability

I found this exercise in my probability theory book. The problem guides you through a proof of the Weierstrass Approximation Theorem through probability theory. My question is only about part b, so any help or hint is much appreciated. I can make…
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A density proof not via Stone-Weierstrass

Context: I have proved Weierstrass' theorem (polynomials are dense in $C[a,b]$) in two ways: one using Bernstein polynomials, and one using convolutions. You can also use Stone-Weierstrass theorem, however I do not quote that result since I have not…
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$\bar{z}$ cannot be uniformly approximated by polynomials in $z$ on the closed unit disc in $\mathbb{C}$.

In reference to this question, I tried to prove that $\bar{z}$ cannot be uniformly approximated by complex polynomials in $z$ on the closed unit disc $D$. I came up with a proof, but I'm not entirely sure whether it's correct. Here's how the proof…
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How does one come up with this construction of approximating polynomials of $|x|$?

I am reading Mathematical Analysis: An Introduction by Andrew Browder. In section 7.1, the author gave a proof of the real version of Weierstrass's Approximation Theorem, which I think is conceptually much simpler than the conventional proof based…
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Weierstrass approximation theorem. Approximation of |x|.

I'm studying a proof of the Weierstrass approximation theorem that requires an uniform approximation using polynomials of the function |x| in the interval $[-1,1]$ i.e. we need a sequence of polynomials that converge to |x| in the supreme norm. One…
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$[a,b]$ be a compact interval in $\Bbb R$, $f,g\in C[a,b]$, $f=g$ iff. $\int_a^b x^n f(x)dx=\int_a^b x^ng(x)dx$ for all $n$ - proof assistance

$\newcommand{\d}{\,\mathrm{d}}\newcommand{\c}{\mathcal{C}}$I need to show the following: Let $[a,b]$ be a compact interval in $\Bbb R$; for any two $f,g\in\c[a,b]$, $f=g$ on $[a,b]$ if and only if: $$\int_a^b x^nf(x)\d x=\int_a^b x^ng(x)\d x$$For…
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Convergence rate of multivariate polynomials.

Given a continuous function $f:[a,b]\rightarrow\mathbb{R}$, it is a well known result that, for each $n\geq0$, there exists a polynomial $p_n$ that best approximates $f$ in $\|\cdot\|_\infty$ among all polynomials of degree less than or equal to…
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Show the existence of a sequence of polynomials that converges to $f$ on any compact subset of $\mathbb{R}$.

If $f$ is continuous function ($f:\mathbb{R}\rightarrow\mathbb{R}$), then there exists a sequence of polynomials which converges to $f$ on any compact subset of $\mathbb{R}$. Proof: (Weierstrass) If $f$ is a continuous complex function on $[a,b]$,…
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$h$ is strictly monotone iff polynomials in $h$ are uniformly dense

Suppose $h$ is continuous on $[0,1]$. Then, I have to prove the following: $h$ is strictly monotone iff every continuous function on $[0,1]$ can be uniformly approximated on $[0,1]$ by a polynomial in $h$. I know we get to use here the…
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Show that $X_n \rightarrow X$ converge in distribution if and only if $E(X^k_n) \rightarrow E(X^k)$ for all $k=0,1,2,...$

Let $X_1,X_2,...,X$ be random variables taking values in $[0,1]$. Show that $X_n \rightarrow X$ converge in distribution if and only if $E(X^k_n) \rightarrow E(X^k)$ for all $k=0,1,2,...$ The hint says I need to use Weierstrass’s polynomial…
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Converse of Stone-Weierstrass Theorem for Complex Continuous Functions

Stone-Weierstrass Theorem for complex continuous functions says: Let $K$ be a compact Hausdorff space and $\mathcal{A} \subseteq C(K, \mathbb{C})$ be a subalgebra. If $\mathcal{A}$ separates points and is closed under conjugation, then…
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Stone-Weierstrass theorem with "nowhere-vanishing" premise

Let $K$ be a compact space and $\mathscr A\subseteq C(K,\mathbb R)$ be a subalgebra. Let us assume the "usual" form of the real Stone-Weierstrass theorem: If $\mathscr A$ separates points in $K$ and contains a nonzero constant function, then it is…
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