[Math] Some questions about Weierstrass approximation theorem

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Im reading chapter11 of Carothers' Real Analysis, 1ed talking about Weierstrass Approximation Theorem. Here is an introduction,
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  1. How to explain the "how" there?
  2. Since q is the polynomial approximating f with rational coefficients, that is to say there exist two approximation methods(precisely, one is p containing at leat one irrational coefficient and the other is q) or in other words, Weierstrass approximation theorem guarantee the existence of polynomial but not its coefficients being rational?

Best Answer

  1. This follows from the density of $\mathbb{Q}$ in $\mathbb{R}$. Let $p(x) = \sum_{k=0}^n a_k x^k$ be any polynomial with real coefficients and fix an $\epsilon > 0$. Note that for any $q(x) = \sum_{k=0}^n q_k x^k$ and any $x \in [a,b]$ $$ |p(x) - q(x)| \leq \sum_{k=0}^n |a_k - q_k| |x|^k \leq \sum_{k=0}^n |a_k - q_k| M^k $$ where $M = \max(|a|,|b|)$. So you can show that $\|p-q\|_\infty < \epsilon$ by, for each $k \in\{0,\ldots,n\}$, choosing a $q_k \in \mathbb{Q}$ such that $$ |a_k - q_k| < \frac{\epsilon}{(n+1)M^k}. $$

  2. The way it's stated in the passage you've selected, no: the Weierstrass Approximation Theorem doesn't say anything about the coefficients of the approximating polynomials. However, we've just said quite a bit! In fact, it's not difficult to combine Weierstrass's theorem with 1. to conclude that $\mathbb{Q}[x]$ -- the set of polynomials with rational coefficients -- is dense in $C[a,b]$. Do you see how?

    In fact, this is exactly what the author is saying when he points out that $C[a,b]$ is separable! I'm not sure how generally separability is defined in Carother, but a metric space $M$ is separable if it contains a subset $S$ such that

    • $S$ is countable
    • $S$ is dense in $M$ (i.e., every element of $M$ is the limit of a sequence $\{s_n\}$ of elements $s_n$ in $S$) under the metric within $M$

    (Typically such a subset $S$ is called a countably dense subspace of $M$, naturally!) Here $M = C[a,b]$ with norm $\|\cdot\|_\infty$ (or metric $d(f_1,f_2) = \|f_1-f_2\|_\infty$), and $S = \mathbb{Q}[x]$. If you can show that $\mathbb{Q}[x]$ is uniformly dense in $C[a,b]$ as I recommended above, then you've also shown that $C[a,b]$ is separable. (Side note: How do you know that $\mathbb{Q}[x]$ is countable? If you don't immediately see an argument, now would be a good time to prove that this is true.)

Edit: Here's how to conclude explicitly that $\mathbb{Q}[x]$ is dense in $C[a,b]$ given what we now know.

Let $f \in C[a,b]$. Assume $\{p_k\}$ is a sequence of polynomials converging uniformly to $f$ on the interval $[a,b]$. Accordingly, if we fix an $\epsilon > 0$, we know that there exists $K_\epsilon \in \mathbb{N}$ such that for all $k \geq K_\epsilon$ $$ \|f - p_k\|_\infty < \epsilon/2. $$ At the same time, by 1. we know that for each $k$ there exists a sequence $\{q_{k,i}\}$ of polynomials with coefficients in $\mathbb{Q}$ such that $q_{k,i} \to p_k$ uniformly on $[a,b]$ as $i \to \infty$. Hence for each $k$, there exists $I_{k,\epsilon} \in \mathbb{N}$ such that and for all $i \geq I_{k,\epsilon}$ $$ \|p_k - q_{k,i}\|_\infty < \epsilon/2. $$ Set $k = K_{\epsilon}$, set $i = I_{k,\epsilon}$, and then conclude that there exists a polynomial $q := q_{k,i}$ with rational coefficients such that $$ \|f - q\|_\infty = \|(f-p_k)+(p_k-q)\|_\infty \leq \|f-p_k\|_\infty + \|p_k - q\|_\infty < \epsilon/2 + \epsilon/2 = \epsilon. $$

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