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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Polynomial approximation (Weierstrass' Theorem) with equality at the endpoints

Let $f:\mathbb R \rightarrow\mathbb R $ be continuous, and choose $-\infty < a 0$. Show there exists a polynomial $p$ such that: a) $p(a)=f(a),\; p(b)=f(b)$ b) $|f(t)-p(t)|<\epsilon$ for all $t\in [a,b]$ The second part is…
Yoni
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Relationship between the composition of two real functions and their approximation polynomials (Weierstrass approximation theorem)

Consider two continuous real valued functions $f$, and $g$ over the interval $[a,b]$. For a given $\epsilon > 0$, for each function the we can use the Weierstrass approximation theorem to express the function as polynomials $f \approx \mathcal{P}_f$…
Novice C
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Is the set of all polynomials dense in the set of all continuous functions that maps from a compact set to reals

Let $C$ be a set of all continuous functions that map from a compact set to the reals. Is the set of all polynomials dense in $C$, with respect to the sup metric? Can I show that by using the Stone-Weierstrauss Theorem? Since I can find a sequence…
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Question about Weierstrass approximation theorem.

Let $f:[a,b] \to \mathbb{R} \in \mathbb{C}^{k}$. Show that there exists a sequence of polynomials $\{p_n\}_{n \in \mathbb{N}}$ such that $p_n^{(j)}\to f^{(j)},\forall j =0,1,\dots,k$ uniformly. My effort: By Weierstrass approximation Theorem, there…
Joãonani
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Relationship between the multiplication of two real functions and their approximation polynomials (Weierstrass approximation theorem)

Consider two continuous real valued functions $f$, and $g$ over the interval $[a,b]$. For a given $\epsilon > 0$, for each function the we can use the Weierstrass approximation theorem to express the function as polynomials $f \approx \mathcal{P}_f$…
Novice C
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