MT2002 Analysis

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Exercises 9

  1. Define the metric d2 on the space C[0,1] of continuous functions on [0,1] by d2(f,g) =[(f (x) - g(x))2dx]1/2.
    If a, b are fixed real numbers, calculate d2(x2, ax + b). Use the usual method for finding the turning points of a function of two variables to find the values of a, b for which this distance is a minimum.
    [This is the process of linear regression which is important in many areas of applied mathematics and statistics.]

    Solution to question 1

  2. Let (fn) be a sequence of continuous functions on a bounded interval, which satisfy |fn(x)| ≤ Mnfor real numbers Mn and all x in the interval. If the series Mn is convergent, prove that the partial sums of the series fn(x) are uniformly convergent to a continuous function.
    [Hint: Show that the sequence of partial sums of fn(x) are a Cauchy sequence in C[0,1] and then use the result about completeness of this space.]
    This result is known as the Weierstrass M-test after the German mathematician Karl Weierstrass (1815 to 1897).
    In 1861 the German mathematician Bernhard Riemann (1826 to 1866) studied the function given by the series sin(n2x)/n2 and tried to show that it was a continuous function whose derivative did not exist at any point. Use the last result to prove that this series does define a continuous function.
    In fact this function is differentiable, though only at a countable subset of points. In 1872 Weierstrass defined the function bncos(anx) where 0 < b < 1 and a is an odd positive integer with ab > 1. He was able to prove that it is differentiable nowhere. Use the Weierstrass M-test to prove that it is continuous. This was the first such function to be discovered.


    Solution to question 2

  3. Define a function on the set of integers Z by d(m, n) = 1/2r if mn where 2r is the largest power of 2 dividing m - n and d(m,m) = 0.
    Prove that d is a metric on Z. This is called the 2-adic metric.
    Prove that the sequence (1, 2, 4, 8, 16, ...) converges to 0 in this metric.
    The mathematician Kurt Hensel (1861 - 1941, born in what was Königsberg in Germany and is now Kaliningrad in Russia) used ideas like this to prove results in Number Theory.

    Solution to question 3

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JOC September 2001