Exponent of Sum
Contents |
Theorem
Let $x, y \in \R$ be real numbers.
Let $\exp x$ be the exponential of $x$.
Then:
- $\exp \left({x + y}\right) = \left({\exp x}\right) \left({\exp y}\right)$
Proof 1
This proof assumes the definition of $\exp$ as:
- $\exp x = y \iff \ln y = x$,
- $\ln y = \displaystyle \int_1^y \frac 1 t \ \mathrm dt$
Let $X = \exp x$ and $Y = \exp y$.
From Sum of Logarithms, we have:
- $\ln XY = \ln X + \ln Y = x + y$
From the Exponential of Natural Logarithm:
- $\exp \left({\ln x}\right) = x$
Thus:
- $\exp \left({x + y}\right) = \exp \left({\ln XY}\right) = XY = \left({\exp x}\right) \left({\exp y}\right)$
$\blacksquare$
Alternatively, this may be proved directly by investigating:
- $D \left({\exp \left({x + y}\right) / \exp x}\right)$
Proof 2
This proof assumes the definition of $\exp$ as defined by a limit:
$\exp x = \displaystyle \lim_{n \to +\infty} \left({1 + \frac x n}\right)^n$
Note that from Powers of Group Elements we can presuppose the exponent combination laws for natural number indices.
By definition:
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \left({\exp x}\right) \left({\exp y}\right)\) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left({1 + \frac x n}\right)^n \lim_{n \to +\infty} \left({1 + \frac y n}\right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left({\left({1 + \frac x n}\right)\left({1 + \frac y n}\right)}\right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Combination Theorem for Sequences | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left({1 + \frac{x + y}{n} + \frac{xy}{n^2} }\right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left({\left({1 + \frac{x + y} n}\right) \left({1 + \frac{\left({\frac{xy}{n+x+y} }\right)} n} \right)}\right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Lemma: Let WLOG $n > -x-y$: therefore $n+x+y > 0$ | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left(1 + \frac{x + y} n \right)^n \lim_{n \to +\infty} \left(1 + \frac{\left(\frac{xy}{n+x+y}\right)} n \right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Combination Theorem for Sequences | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left(1 + \frac{x + y} n \right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Null Sequence in Exponential Sequence | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \exp(x + y)\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) |
$\blacksquare$
Proof 3
This proof assumes the definition of $\exp$ as defined by a limit:
- $\exp x = \displaystyle \lim_{n \to +\infty} \left({1 + \frac x n}\right)^n$
Note that from Powers of Group Elements we can presuppose the exponent combination laws for natural number indices.
By definition:
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \left({\exp x}\right) \left({\exp y}\right)\) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left({1 + \frac x n}\right)^n \lim_{n \to +\infty} \left({1 + \frac y n}\right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left({\left({1 + \frac x n}\right)\left({1 + \frac y n}\right)}\right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Combination Theorem for Limits of Functions | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \lim_{n \to +\infty} \left({1 + \frac{x + y} n + \frac{xy}{n^2} }\right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) |
Intuitively, the $\left({1 + \frac{x + y}{n}}\right)$ term is the most influential of the terms involved in the limit, and:
$\displaystyle \left({1 + \frac{x + y}{n}} + \frac {xy}{n^2}\right)^n \to \left({1 + \frac{x + y}{n}}\right)^n$ as $n \to +\infty$
To formalize this claim:
- $\exp \left({x + y}\right) = \exp x \cdot \exp y \iff \dfrac {\exp x \cdot \exp y} {\exp \left({x + y}\right)} = 1$
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \frac{\left({1 + \frac{x + y} n} + \frac {xy}{n^2}\right)^n}{\left({1 + \frac{x + y} n}\right)^n}\) | \(=\) | \(\displaystyle \left({1 + \frac{xy}{n^2 + nx + ny} }\right)^n\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Exponent of Sum/Lemma | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \sum_{k=0}^n {n \choose k}\left({\frac{xy}{n^2 + nx + ny} }\right)^k\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Binomial Theorem | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle 1 + \sum_{k=1}^n {n \choose k}n^{-k} \left({\frac{xy}{n + x + y} }\right)^k\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) |
Now, as $n \to +\infty$, we use the Combination Theorem for Limits of Functions to investigate the behavior of this sequence, term by term.
As $1$ trivially converges to $1$, consider now the other terms of the sequence.
We invoke the Squeeze Theorem for Absolutely Convergent Series.
From Negative of Absolute Value and Absolute Value Bounded Below by Zero:
- $\displaystyle 0 \le -\left\vert{\sum_{k=1}^n {n \choose k}n^{-k}\left({\frac{xy}{n + x + y} }\right)^k}\right\vert \le \sum_{k=1}^n {n \choose k}n^{-k}\left({\frac{xy}{n + x + y} }\right)^k \le +\left\vert{\sum_{k=1}^n {n \choose k}n^{-k}\left({\frac{xy}{n + x + y} }\right)^k}\right\vert$
From $n$ choose $k$ is less than $n^k$:
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle {n \choose k}\) | \(\le\) | \(\displaystyle n^k\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | for all $n,k$ here considered | ||
| \(\displaystyle \) | \(\displaystyle \implies\) | \(\displaystyle \) | \(\displaystyle {n \choose k}n^{-k}\) | \(\le\) | \(\displaystyle 1\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | divide both sides by $n^k$ |
- $\implies \displaystyle 0 \le \sum_{k=1}^n \left\vert{ {n \choose k}n^{-k}\left({\frac{xy}{n + x + y} }\right)^k}\right\vert \le\sum_{k=1}^n \left\vert{\frac{xy}{n + x + y} }\right\vert^k$
From Sum of Infinite Geometric Progression, the right hand term converges to:
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \frac{\frac{xy}{n + x + y} }{1 - \frac{xy}{n + x + y} }\) | \(=\) | \(\displaystyle \frac {xy}{n + x + y -xy}\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\to\) | \(\displaystyle 0\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | as $n \to +\infty$ |
- $0 \to 0$ as $n \to +\infty$, trivially.
This means:
- $\displaystyle \frac{\left({1 + \frac{x + y} n} + \frac {xy}{n^2}\right)^n}{\left({1 + \frac{x + y} n}\right)^n} \to 1$ as $n \to +\infty$
which is equivalent to our hypothesis:
- $\displaystyle \left({1 + \frac{x + y} n} + \frac {xy}{n^2}\right)^n \to \left({1 + \frac{x + y} n}\right)^n$ as $n \to +\infty$
$\blacksquare$