Derivative of Natural Logarithm Function

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Theorem

Let $\ln x$ be the natural logarithm function.

Then:

$D_x \left({\ln x}\right) = \dfrac 1 x$


Proof 1

This proof assumes the definition of the natural logarithm as:

\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \ln x\) \(=\) \(\displaystyle \int_1^x \dfrac 1 t \ \mathrm dt\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)                    
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \frac {\mathrm d}{\mathrm dx} \ln x\) \(=\) \(\displaystyle \frac {\mathrm d}{\mathrm dx} \int_1^x \dfrac 1 t \ \mathrm dt\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)                    
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \frac 1 x\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          Fundamental Theorem of Calculus          

$\blacksquare$


Proof 2

This proof assumes the definition of the natural logarithm as the inverse of the exponential function, where the exponential function is defined as the limit of a sequence:

$e^x := \displaystyle \lim_{n \to \infty} \left({1 + \frac x n}\right)^n$

It also assumes the Laws of Logarithms.

\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle D_x (\ln x)\) \(=\) \(\displaystyle \lim_{\Delta x \to 0} \frac {\ln \left({x + \Delta x}\right) - \ln \left({x}\right)} {\Delta x}\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          definition of Derivative          
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \lim_{\Delta x \to 0} \frac {\ln \left(\frac {x + \Delta x}{x}\right)}{\Delta x}\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          Laws of Logarithms          
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \lim_{\Delta x \to 0} \left (\dfrac {1}{\Delta x} \centerdot \ln \left(1 + \dfrac {\Delta x}{x}\right)\right)\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)                    

Define $u$ as

$u = \left|\dfrac {x}{\Delta x}\right|$

Then $\Delta x \to 0 \implies u \to +\infty$.

Substitute $u$ into the above equation, and since $u \to \infty$ we will set $u > 1$. Note that because the domain of the natural logarithm is $(0..\infty)$, $x$ is positive.

\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \lim_{u \to \infty} \left (\dfrac {u}{x} \centerdot \ln \left(1 + \dfrac {1}{u}\right)\right)\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)                    
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \lim_{u \to \infty} \left (\dfrac {1}{x} \centerdot \ln \left(1 + \dfrac {1}{u}\right)^u \right)\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          Laws of Logarithms          
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \dfrac {1}{x} \centerdot \lim_{u \to \infty} \left (\ln \left(1 + \dfrac {1}{u}\right)^u \right)\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          factoring out constants          
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \dfrac {1}{x} \centerdot \ln e^1\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          Limit of Composite Function, Limit definition of $e^x$, Natural Logarithm Function is Continuous          
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \dfrac {1}{x}\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          Exponential of Natural Logarithm          

$\blacksquare$


Proof 3

This proof assumes the definition of the natural logarithm as the inverse of the exponential function as defined by differential equation:

$y =\dfrac {\mathrm dy}{\mathrm dx}$
$y = e^x \iff \ln y = x$
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \frac{\mathrm d y}{\mathrm d x}\) \(=\) \(\displaystyle y\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          by definition of the exponential function          
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \displaystyle \int \frac 1 y \mathrm d y\) \(=\) \(\displaystyle \displaystyle \int \mathrm dx\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          Separation of Variables          
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle x + C_0\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          Integration of a Constant where that constant is $1$          
\(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \) \(=\) \(\displaystyle \ln y + C_0\) \(\displaystyle \) \(\displaystyle \) \(\displaystyle \)          substituting $x = \ln y$          

The result follows from the definition of the antiderivative and the defined initial condition:

$\left({x_0, y_0}\right) = \left({0, 1}\right)$


$\blacksquare$


Sources

  • For a video presentation of the contents of this page, visit the Khan Academy.
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