Logarithms of Powers
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Theorem
Let $x \in \R$ be a strictly positive real number.
Let $a \in \R$ be a real number such that $a > 1$.
Let $r \in \R$ be any real number.
Let $\log_a x$ be the logarithm to the base $a$ of $x$.
Then:
- $\log_a \left({x^r}\right) = r \log_a x$
Proof
Natural Logarithms
Proof 1
When $a = e$, $\log_a x = \ln x$.
Consider the function $f \left({x}\right) = \ln \left({x^r}\right) - r \ln x$.
Then from:
- The definition of the natural logarithm
- The Fundamental Theorem of Calculus
- The Power Rule for Derivatives
- The Chain Rule:
- $\displaystyle \forall x > 0: f^{\prime} \left({x}\right) = \frac 1 {x^r} r x^{r-1} - \frac r x = 0$
Thus from Zero Derivative means Constant Function, $f$ is constant:
- $\forall x > 0: \ln \left({x^r}\right) - r \ln x = c$
To determine the value of $c$, put $x = 1$.
From Logarithm of 1 is 0:
- $\ln 1 = 0$
Thus:
- $c = \ln 1 - r \ln 1 = 0$
$\blacksquare$
Proof 2
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \ln a\) | \(=\) | \(\displaystyle b\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \iff\) | \(\displaystyle \) | \(\displaystyle e^b\) | \(=\) | \(\displaystyle a\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \implies\) | \(\displaystyle \) | \(\displaystyle \left({e^b}\right)^c\) | \(=\) | \(\displaystyle a^c\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \implies\) | \(\displaystyle \) | \(\displaystyle e^{cb}\) | \(=\) | \(\displaystyle a^c\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Exponent of Product | ||
| \(\displaystyle \) | \(\displaystyle \implies\) | \(\displaystyle \) | \(\displaystyle \ln e^{cb}\) | \(=\) | \(\displaystyle \ln a^c\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \implies\) | \(\displaystyle \) | \(\displaystyle cb\) | \(=\) | \(\displaystyle \ln a^c\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Exponential of Natural Logarithm |
By hypothesis, $\ln a = b$.
Multiplying both sides by $c$:
- $c \ln a = cb$
But we proved above that:
- $cb = \ln a^c$
$\blacksquare$
General Logarithms
Let $y = r \log_a x$.
Then:
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle a^y\) | \(=\) | \(\displaystyle a^{r \log_a x}\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \left({a^{\log_a x} }\right)^r\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Exponent Combination Laws | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle x^r\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Definition of logarithm base $a$ |
The result follows by taking logs base $a$ of both sides.
$\blacksquare$
Sources
- Donald E. Knuth: The Art of Computer Programming: Volume 1: Fundamental Algorithms (1968): $\S 1.2.2$
- K.G. Binmore: Mathematical Analysis: A Straightforward Approach (1977)... (previous)... (next): $\S 14.2 \ \text{(ii)}$
- For a video presentation of the contents of this page, visit the Khan Academy.