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Unit 19: Arzelà’s Theorem and Weierstrass Approximation Theorem
2 2 Notes
æ k - nxö (k - nx)
2
|k/n – x| ç è n ÷ ø n 1.
2 2
By using this remark in the second sum and by increasing number of summants in the first sum
we get
n n
×
+
å p (x) 2 f å 1 p (x)
2 k 0 kn sup k: k x- kn
=
n
2 f sup n
2
1 × + å (k - nx) p (x)
2
2 n 2 k: k x- kn
n
2 f sup n 2 f sup 2 f sup
-
2
+ å (k - nx) p (x) = + 2 2 nx(1 x) + 2 .
kn
2
2 n 2 k 0 2 n 2 n
=
1
2 f sup
Let N be such that 2 < . Then n" N and x" Î[0, 1]
N 2
2 f sup 2 f sup
f
-
B (x) f(x) < + + < + = .
n
2 n 2 2 N 2 2 2
Proof: In this proof we shrink our function f to [0, 1], where it can be approximated uniformly by
Bernstein polynomials and then scale these polynomials from [0, 1] to [a, b] where they will
approximate the original function. Define g : [0, 1] , g(t) = f(x(t)). Where x(t) = a + (b – a)t for
g
t Î [0, 1]. We see that g is continuous since it is a composite of two continuous functions. As B
n
æ
g g x a- ö
g uniformly. Define q (x) = B (t(x)) = B ç ÷ . Then
b a ø
n n n
è -
g
a - f sup = sup q (x) f(x)- = sup B (t(x)) g(t(x))-
n
n
n
x [a,b] x [a,b]
Î
Î
g
g
= sup B (t) g(t) = B- g n - g 0, since B g uniformly.
n
n
t [0,1] sup
Î
Figure 19.1
Figure 19.1, the original function f(x) = |x – 1/2| on [–2, 2], is shrinked to [0, 1], and approximated
uniformly by Bernstein polynomials. These polynomials are then scaled to [–2, 2], to approximate
uniformly the original function f on [–2, 2].
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