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FIVE MAJOR RESULTS IN ANALYSIS AND TOPOLOGY Aaron ...

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CHAPTER 3<br />

The Stone-Weierstrass Theorem<br />

One of the most important structures studied in mathematical analysis is the set C(X,Y )<br />

of all continuous functions from a compact space X (such as [0, 1]) into a metric space Y<br />

(such as R or C). An understanding of this set is crucial for the development of modern<br />

and classical calculus, differential equation theory, differential geometry, and several other<br />

branches of mathematics. For many applications in classical analysis, X is taken to be a<br />

closed interval of the real line, and Y is taken to be either C or, as a special case, R. One<br />

particular subset of C([0, 1], C) - the class of all complex polynomials on [0, 1] - is particularly<br />

easy to study. Karl Weierstrass showed that, in the metric space (C([0, 1], C),ρ∞), for any<br />

function f and any ǫ > 0, one can find a polynomial p such that ρ∞(f,p) < ǫ. This result is<br />

known as the Weierstrass approximation theorem. There are two widely known constructive<br />

proofs of this theorem. The version presented here uses a set of polynomials known as<br />

the Landau kernels, and follows that given in [12]. The other proof uses the Bernstein<br />

polynomials, and can be found in [13].<br />

Theorem (Weierstrass). Let f be a continuous complex-valued function on [a,b]. Then<br />

there exists a sequence of polynomials Pn such that Pn(x) → f(x) uniformly on [a,b]. If f<br />

is real, then the Pn can be taken to be real.<br />

Proof. Without loss of generality, assume that [a,b] = [0, 1], and that f(0) = f(1) = 0.<br />

Furthermore, define f(x) to be zero for every x /∈ [0, 1]. Then f is uniformly continuous on<br />

the entire real line. Let Qn(x) = cn(1 − x 2 ) n for each n ∈ N, where cn is chosen to ensure<br />

15

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