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A Mathematical Gem :: Euler's Identity
Bhaskar S | 10/12/2024 |
Euler's Identity is one of the most beautiful equations in the field of Mathemetics, which is a combination of five constants - $e$, $i$, $\pi$, $1$, and $0$ !!!
In mathematical terms, the Euler's Identity equation is expressed as follows:
$e^{i\pi} + 1 = 0$
where
$e$ is a constant that equals to $2.718.....$,
$i$ is the imaginary unit such that $i^2$ equals to $-1$,
and $\pi$ is a constant that equals to $3.141.....$.
Let us now try to prove the Euler's Identity equation.
A prerequisite for the proof - one must have a good grasp of Derivatives from Calculus. Here are the links to the refresher course on this topic:
In addition, a basic understanding of Binomial Theorem and Trigonometry would greatly help. Here are the links to the refresher courses on those two topics:
Let us begin with $i$.
It is part of the Complex number system that are represented as $a + i.b$, where $a$ and $b$ are from the real number system and $i = \sqrt{-1}$.
Consider the equation $x^2 + 4 = 0$. When we solve for $x$, we will end up with:
$x^2 = -4 = 4.(-1) = (2)^2.i^2$
Or:
$x = 2.i$
Moving on to $\pi$.
Given any circle of radius $r$:
circumference = $2{\pi}r$
diameter = $2r$
$\pi$ is the ratio of a circle's $circumference$ to its $diameter$.
Or:
$\pi = \Large{\frac{circumference}{diameter}}$ $= \Large{\frac{2{\pi}r}{2r}}$
Shifting gears to $e$.
Let us consider the simple equation for compound interest: $(1 + \Large{\frac{1}{n}}$$)^n$.
If one invests a dollar that is compounded twice in a year, one would end up with:
$(1 + \Large{\frac{1}{2}}$$)^2 = 2.25$
If one invests a dollar that is compounded four times a year, one would end up with:
$(1 + \Large{\frac{1}{4}}$$)^4 = 2.44141$
Again, if one invests a dollar that is compounded twelve times a year, one would end up with:
$(1 + \Large{\frac{1}{12}}$$)^{12} = 2.61304$
Again, if one invests a dollar that is compounded 256 times a year, one would end up with:
$(1 + \Large{\frac{1}{256}}$$)^{256} = 2.71299$
Continuing this process, for a very large compounding value, the end return would stabilize at $2.71828...$
If we look at the above value it is tending towards $e$ !!!
Extending the dollar amount to $x$ implies the equation for compound interest will be: $(1 + \Large{\frac{x}{n}}$$)^n$.
Then:
$\lim_{n \to \infty} (1 + \Large{\frac{x}{n}}$$)^n = e^x$
From Binomial Theorem we know:
$(x + y)^n = {_nC_0.x^n.y^0} + {_nC_1.x^{n-1}.y^1} + {_nC_2.x^{n-2}.y^2} + ... + {_nC_{n-1}.x^1.y^{n-1}} + {_nC_n.x^0.y^n} = \sum_{k=0}^n {_nC_k} . x^{n-k} . y^k$
That is:
$(1 + \Large{\frac{x}{n}}$$)^n = 1 + \Large{\frac{n}{1!}}$ $.\Large{(\frac{x}{n})}$ $^1 + \Large{\frac{n(n-1)}{2!}}$ $.\Large{(\frac{x}{n})}$ $^2 + \Large{\frac{n(n-1)(n-2)}{3!}}$ $.\Large{(\frac{x}{n})}$ $^3 + .....$
As $n \to \infty$, all the coefficients of $n$ will tend towards $1$.
Or:
$\lim_{n \to \infty} (1 + \Large{\frac{x}{n}}$$)^n = 1 + x + \Large{\frac{x^2}{2!}}$ $+ \Large{\frac{x^3}{3!}}$ $+ .....$
In other words:
$e^x = 1 + x + \Large{\frac{x^2}{2!}}$ $+ \Large{\frac{x^3}{3!}}$ $+ .....$
Substituiting $x = i\theta$, we get:
$e^{i\theta} = 1 + i\theta + \Large{\frac{(i\theta)^2}{2!}}$ $+ \Large{\frac{(i\theta)^3}{3!}}$ $+ .....$
That is:
$e^{i\theta} = 1 + i\theta + \Large{\frac{(i\theta)^2}{2!}}$ $+ \Large{\frac{(i\theta)^3}{3!}}$ $+ \Large{\frac{(i\theta)^4} {4!}}$ $+ \Large{\frac{(i\theta)^5}{5!}}$ $+ .....$
Or:
$e^{i\theta} = 1 + i\theta - \Large{\frac{\theta^2}{2!}}$ $- \Large{\frac{i\theta^3}{3!}}$ $+ \Large{\frac{\theta^4}{4!}}$ $+ \Large{\frac{i\theta^5}{5!}}$ $- \Large{\frac{\theta^6}{6!}}$ $- \Large{\frac{i\theta^7}{7!}}$ $+ \Large{\frac{\theta^8} {8!}}$ $+ .....$
Re-arranging, we get:
$e^{i\theta} = (1 - \Large{\frac{\theta^2}{2!}}$ $+ \Large{\frac{\theta^4}{4!}}$ $- \Large{\frac{\theta^6}{6!}}$ $+ \Large {\frac{\theta^8}{8!}}$ $- .....)$ $+ i(\theta - \Large{\frac{\theta^3}{3!}}$ $+ \Large{\frac{\theta^5}{5!}}$ $- \Large{\frac {\theta^7}{7!}}$ $+ .....)$ $...\color{red}(1)$
Moving on to the next part - $sin(\theta)$.
Let us assume that we can represent $sin(\theta)$ as a polynomial series.
That is:
$sin(\theta) = a + b.\theta + c.{\theta}^2 + d.{\theta}^3 + e.{\theta}^4 + .....$ $...\color{red} (2)$
If $\theta = 0$, then we get:
$sin(0) = a + b.0 + c.{0}^2 + d.{0}^3 + e.{0}^4 + .....$
From Trigonometry, we know $sin(0) = 0$.
Therefore, we can determine the value of the coefficient $a = 0$.
Next, let us find the derivative on both sides of equation $\color{red}(2)$.
That is:
$f'(sin(\theta)) = f'(a + b.\theta + c.{\theta}^2 + d.{\theta}^3 + e.{\theta}^4 + .....)$
That is:
$cos(\theta) = b + 2.c.\theta + 3.d.{\theta}^2 + 4.e.{\theta}^3 + .....$ $...\color{red}(3)$
If $\theta = 0$, then we get:
$cos(0) = b + 2.c.0 + 3.d.{0}^2 + 4.e.{0}^3 + .....$
From Trigonometry, we know $cos(0) = 1$.
Therefore, we can determine the value of the coefficient $b = 1$.
Repeat the process of taking the derivative on both sides of the equation $\color{red}(3)$.
That is:
$f'(cos(\theta)) = f'(b + 2.c.\theta + 3.d.{\theta}^2 + 4.e.{\theta}^3 + 5.f.{\theta}^4.....)$
That is:
$-sin(\theta) = 2.c + 6.d.\theta + 12.e.{\theta}^2 + 20.f{\theta}^3.....$
If $\theta = 0$, then we get:
$-sin(0) = 2.c + 6.d.0 + 12.e.{0}^2 + 20.f{0}^3.....$
Therefore, we can determine the value of the coefficient $c = 0$.
Continuining this process, we can determine the value of the coefficient $d = -\Large{\frac{1}{6}}$ and so on.
In the end, the equation $\color{red}(2)$ can be expressed as:
$sin(\theta) = \theta - \Large{\frac{1}{6}}$ $.{\theta}^3 + \Large{\frac{1}{120}}$ $.{\theta}^5 + .....$
That is:
$sin(\theta) = \theta - \Large{\frac{\theta^3}{3!}}$ $+ \Large{\frac{\theta^5}{5!}}$ $- \Large{\frac {\theta^7}{7!}}$ $+.....$ $...\color{red}(4)$
Shifting gears on to the next part - $cos(\theta)$.
Let us assume that we can represent $cos(\theta)$ as a polynomial series.
That is:
$cos(\theta) = a + b.\theta + c.{\theta}^2 + d.{\theta}^3 + e.{\theta}^4 + .....$ $...\color{red} (5)$
Performing the same steps as we did above with $sin(\theta)$, we will get:
$cos(\theta) = 1 - \Large{\frac{\theta^2}{2!}}$ $+ \Large{\frac{\theta^4}{4!}}$ $- \Large{\frac {\theta^6}{6!}}$ $+.....$ $...\color{red}(6)$
Now to the final stage of the proof.
Compare equations $\color{red}(1)$ with equations $\color{red}(4)$ and $\color{red}(6)$ - notice a pattern ???
In other words:
$\bbox[pink,2pt] {e^{i\theta} = cos(\theta) + i.sin(\theta)}$ $...\color{red}(7)$
Substituiting $\theta = \pi$ in equation $\color{red}(7)$ above, we get:
$e^{i\pi} = cos(\pi) + i.sin(\pi)$
From Trigonometry, we know $sin(\pi) = 0$ and $cos(\pi) = -1$.
Therefore:
$e^{i\pi} = -1 + i.0$
Re-arranging the above equation, we get:
$\bbox[lightgreen,2pt] {e^{i\pi} + 1 = 0}$
BINGO - the mathematical gem of Euler's Identity !!!
References