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Saturday, 19 September 2015

Discovery work in analysis

In this post, we will deal with statements of the form \forall x\;\exists y \bullet P(x,y).
To prove these statements, we need some preliminary 'discovery work' before embarking on the proof.

Convergence of sequences
Definition: The sequence (a_n) converges to l if, for any \epsilon>0, there exists N\in \Bbb Z^+ such that n>N \Rightarrow |a_n-l|<\epsilon.
We can write either a_n\to l as n\to \infty or \lim\limits_{n\to \infty}a_n=l.

Example
A sequence (a_n) is defined by a_n=\dfrac{3n^2-4n}{(n+1)(n+2)} for n\in \Bbb Z^+. Show that \lim\limits_{n\to \infty}a_n=3.

The definition of convergence involves two quantifiers and is of the form \forall \epsilon\;\exists N \bullet P(\epsilon,N)
where P(\epsilon,N) is a propositional function and the universes for \epsilon and N are \Bbb R^+ and \Bbb Z^+ respectively. The structure of the proof starts with an arbitrary \epsilon (in its universe) and then selects a particular N (in its universe) which may depend on \epsilon. To complete the proof, we need to show that the propositional function P(\epsilon,N) is satisfied for the arbitrary \epsilon and particular N.

We first start by the definition. We need to find a positive integer N such that for all n>N, |a_n-l|=\left|\frac{3n^2-4n}{(n+1)(n+2)}-3 \right|<\epsilon.
But how? We can manipulate |a_n-l| until it is less than any positive \epsilon: \begin{align}\left| \dfrac{3n^2-4n}{(n+1)(n+2)}-3 \right|&=\left| \dfrac{3n^2-4n-3(n+1)(n+2)}{(n+1)(n+2)} \right|\\&=\left| \dfrac{3n^2-4n-(3n^2+9n+6)}{(n+1)(n+2)} \right|\\&=\left| \dfrac{-13n-6}{(n+1)(n+2)} \right|\\&=\dfrac{13n+6}{(n+1)(n+2)}.\end{align}
We want to show \dfrac{13n+6}{(n+1)(n+2)} is less than or equal to some simple fraction which can still be made less than \epsilon. Since replacing the numerator with a larger value and replacing the denominator with a smaller value both increases the size of the expression respectively, we have \dfrac{13n+6}{(n+1)(n+2)}\leq \dfrac{19n}{(n+1)(n+2)}\leq \dfrac{19n}{n^2}=\dfrac{19}{n}.
Now to ensure \dfrac{19}{n}<\epsilon, we can take n>\dfrac{19}{\epsilon}. But we are not done yet. Recall that the definition requires N to be a positive integer. To fix this, we take N to be the integer part or floor of \dfrac{19}{\epsilon}, which is defined to be the largest integer less than or equal to \dfrac{19}{\epsilon} and denoted by \lfloor \dfrac{19}{\epsilon} \rfloor. We can now proceed to the proof.

Proof: Let \epsilon>0 and N=\lfloor \dfrac{19}{\epsilon}\rfloor \in \Bbb Z^+. Then for all integers n>N, we have \begin{align}\left| \dfrac{3n^2-4n}{(n+1)(n+2)}-3 \right|&=\left| \dfrac{3n^2-4n-3(n+1)(n+2)}{(n+1)(n+2)} \right|\\&=\left| \dfrac{3n^2-4n-(3n^2+9n+6)}{(n+1)(n+2)} \right|\\&=\left| \dfrac{-13n-6}{(n+1)(n+2)} \right|\\&=\dfrac{13n+6}{(n+1)(n+2)}\\ &\leq \dfrac{13+6n}{(n+1)(n+2)}\\&\leq \dfrac{19n}{n^2}\\&=\dfrac{19}{n}\\&< \epsilon\quad \text{since}\;n>\dfrac{19}{\epsilon}.\end{align}
Therefore \lim\limits_{n\to \infty}\dfrac{3n^2-4n}{(n+1)(n+2)}=3.

Limits of functions
Definition: Let f:A\subset \Bbb R \to B\subset \Bbb R. Let a\in A. Then f(x) tends to a limit l as x tends to a if, for any \epsilon>0, there exists \delta>0 such that 0<|x-a|<\delta \Rightarrow |f(x)-l|<\epsilon.
We can write either f(x)\to l as x\to a or \lim\limits_{x\to a}f(x)=l.

Example
Show that \lim\limits_{x\to 2}2x^2-5x=-2.

We need to ensure that |f(x)-l|=|2x^2-5x+2| is less than any specified positive \epsilon by taking x such that 0<|x-2|<\delta. So we consider |2x^2-5x+2|: |2x^2-5x+2|=|(x-2)(2x-1)|=|x-2||2x-1|.
We can control the size of |x-2| since we can choose \delta such that |x-2|<\delta. As for |2x-1|, we can rewrite it in terms of |x-2| using the triangle inequality: \begin{align}|2x-1|&=|2(x-2)+3|\\ &\leq |2(x-2)|+|3|\\ &=2|x-2|+3.\end{align}
Therefore |2x^2-5x+2|=|x-2||2x-1|\leq |x-2|(2|x-2|+3).
Say |x-2|<1. Then 2|x-2|+3<5. If, in addition, |x-2|<\dfrac{\epsilon}{5}, then |x-2|(2|x-2|+3) will be less than \epsilon. We are now ready to start the proof.

Proof: Let \epsilon>0 and \delta=\min\{1,\dfrac{\epsilon}{5}\}. Then 0<|x-2|<\delta \Rightarrow |x-2|<1 \wedge |x-2|<\frac{\epsilon}{5}\\ \begin{align}\Rightarrow |2x^2-5x+2|&=|x-2||2x-1|\\ &\leq |x-2|(2|x-2|+3)\\ &<5|x-2|\\ &<\epsilon \end{align}
Therefore \lim\limits_{x\to 2}2x^2-5x=-2.

Remark: The choice of \delta=\min\{1,\dfrac{\epsilon}{5}\} is arbitrary. Choosing \delta=\min\{\dfrac{1}{2},\dfrac{\epsilon}{4}\} will also work.

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