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Friday, 3 July 2015

AM-GM inequality

Let a_1,\cdots,a_n be positive real numbers. Then \sqrt[n]{a_1\cdots a_n}\leq \dfrac{a_1+\cdots+a_n}{n},\qquad (*)
with equality iff all a_k\:(1\leq k\leq n) are equal.

Proof by standard induction
Let H(n) stand for the hypothesis that inequality (*) is valid for n. For n=2, we have \sqrt{a_1a_2}\leq \dfrac{a_1+a_2}{2}.\qquad (**)
This follows from (\sqrt{a_1}-\sqrt{a_2})^2\geq 0. Moreover, equality in (**) holds iff a_1=a_2. Now we will show that H(2) and H(n) together imply H(n+1). Let A_{n+1}=\dfrac{a_1+\cdots+a_n+a_{n+1}}{n+1}.
Then \begin{align}A_{n+1}&=\dfrac{1}{2n}[(n+1)A_{n+1}+(n-1)A_{n+1}]\\&=\dfrac{1}{2n}[(a_1+\cdots+a_n)+(a_{n+1}+A_{n+1}+\cdots+A_{n+1})]\\&\geq \dfrac{1}{2n}(n \sqrt[n]{a_1\cdots a_n}+n\sqrt[n]{a_{n+1}A_{n+1}^{n-1}})\\&\geq \sqrt[2n]{a_1\cdots a_n a_{n+1} A_{n+1}^{n-1}},\end{align}
where the first inequality follows from H(n), while the second inequality follows from H(2). Now, H(n+1) follows from A_{n+1}^{2n}\geq a_1\cdots a_{n+1}A_{n+1}^{n-1}.
Equality holds iff a_1=\cdots=a_n and a_{n+1}=A_{n+1}, or a_1=\cdots=a_{n+1}. \Box

Proof by analysis
The inequality \inf x +\inf y \leq \inf (x+y)
can be generalised to \sum\limits_{i=1}^n \inf f_i(x) \leq \inf \sum\limits_{i=1}^n f_i(x).
[Below we used \sum to mean \sum\limits_{i=1}^n.]
Taking log on both sides of (*), \sum \ln a_i\leq n \ln(\dfrac{\sum a_i}{n}).

Adding n on both sides, \sum (1+\ln a_i)\leq n+n \ln(\dfrac{\sum a_i}{n}).

Claim f_i(x)=a_ix-\ln x\;\text{and}\;\min f_i(x)=1+\ln a_i.
Then f_i'(x)=a_i-\frac{1}{x} and f_i''(x)=\dfrac{1}{x^2}>0. It follows that \min f_i(x)=1+\ln a_i.
Now suppose f(x)=\sum f_i(x)=(\sum a_i)x-n\ln x.
Then f'(x)=\sum a_i-\frac{n}{x} \Rightarrow x=\dfrac{n}{\sum a_i} and f''(x)=\dfrac{n}{x^2}>0. It follows that \min f(x)=n+n\ln \dfrac{\sum a_i}{n}.
Therefore n+\ln a_1+\cdots+\ln a_n \leq n+n\ln \dfrac{\sum a_i}{n}\Rightarrow \dfrac{1}{n}\ln(a_1\cdots a_n)\leq \ln\dfrac{\sum a_i}{n}.\;\Box

An application
Prove that \{(1+\frac{1}{n})^n\} is monotonic increasing and bounded.
Proof: By the AM-GM inequality, we have \sqrt[n+1]{(1+\frac{1}{n})^n\cdot 1}<\dfrac{1}{n+1}[n(1+\frac{1}{n})+1]=1+\dfrac{1}{n+1}.
This is equivalent to (1+\dfrac{1}{n})^n<(1+\dfrac{1}{n+1})^{n+1},
which shows that \{(1+\frac{1}{n})^n\} is monotonic increasing as required. To find an upper bound of the sequence, for n>5, using the AM-GM inequality once more, we have \sqrt[n+1]{(\dfrac{5}{6})^6\cdot 1^{n-5}}<\dfrac{1}{n+1}[6\cdot \dfrac{5}{6}+(n-5)\cdot 1]=\dfrac{n}{n+1},
and so (\dfrac{5}{6})^6<(\dfrac{n}{n+1})^{n+1}, or equivalently, (1+\dfrac{1}{n})^{n+1}<(\dfrac{6}{5})^6. Therefore, (1+\dfrac{1}{n})^n<(1+\dfrac{1}{n})^{n+1}<(\dfrac{6}{5})^6<3,\quad (\text{for}\; n>5).
Since (1+\dfrac{1}{n})^n<3, we conclude that \{(1+\frac{1}{n})^n\} is bounded. \Box

More applications

Reference:
Excursions in Classical Analysis: Pathways to Advanced Problem Solving and Undergraduate Research

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