Sum of Logarithms
Contents |
Theorem
Let $x, y, b \in \R$ be strictly positive real numbers such that $b > 1$.
Then:
- $\log_b x + \log_b y = \log_b \left({x y}\right)$
where $\log_b$ denotes the logarithm to base $b$.
Proof
Proof for Natural Logarithm
First we demonstrate the result for the natural logarithm, i.e. when $b$ is Euler's number $e$.
Let $y \in \R, y > 0$ be fixed.
Consider the function:
- $f \left({x}\right) = \ln xy - \ln x$.
where we use the notation $\ln$ to mean $\log_e$.
Then from the definition of the natural logarithm, the Fundamental Theorem of Calculus and the Chain Rule:
- $\displaystyle \forall x > 0: f^{\prime} \left({x}\right) = \frac 1 {xy} y - \frac 1 x = \frac 1 x - \frac 1 x = 0$.
Thus from Zero Derivative means Constant Function, $f$ is constant: $\forall x > 0: \ln xy - \ln x = c$.
To determine the value of $c$, put $x = 1$.
From Logarithm of 1 is 0:
- $\ln 1 = 0$
Thus:
- $c = \ln y - \ln 1 = \ln y$
and hence the result.
$\blacksquare$
Proof for General Logarithm
Next we expand the proof for logarithms to the general base $b$.
Proof 1
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \log_b x + \log_b y\) | \(=\) | \(\displaystyle \log_b \left(b^{\log_b x + \log_b y}\right)\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | By the definition of the general logarithm | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \log_b \left(\left(b^{\log_b x}\right)\left(b^{\log_b y}\right)\right)\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | From Exponent Combination Laws | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \log_b \left(xy\right)\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | By the definition of the general logarithm |
$\blacksquare$
Proof 2
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \log_b x + \log_b y\) | \(=\) | \(\displaystyle \frac {\log_e x} {\log_e b} + \frac {\log_e y} {\log_e b}\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Change of Base of Logarithm | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \frac {\log_e x + \log_e y} {\log_e b}\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | |||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \frac {\log_e \left({x y}\right)} {\log_e b}\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Sum of Logarithms: Proof for Natural Logarithm | ||
| \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | \(=\) | \(\displaystyle \log_b \left({x y}\right)\) | \(\displaystyle \) | \(\displaystyle \) | \(\displaystyle \) | Change of Base of Logarithm |
$\blacksquare$
Comment
If one presupposes Exponent Combination Laws, the above proof for logarithms to the general base can be used to directly prove the laws for $\log_e$
Whether this would be circular is ultimately dependent on which definition of $e^x$ one chooses.
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): $\S 14.2 \ \text{(i)}$
- For a video presentation of the contents of this page, visit the Khan Academy.