Derivatives of Polynomia and Other Factorizable Functions
Let the function $p$ be a polynomium of degree $n$, with $n$ roots $\{x_i\}\in \mathbb C$. We may then write $p$ as
\begin{align}
p(x) &= a\cdot \prod_{i=1}^n \left(x - x_i\right)\,,
\end{align}
where $a$ is a constant.
We wish to obtain an expression for the derivative of $p$. Consider the derivative of $\ln(p(x))$:
\begin{align}
\frac{d}{dx}\ln(p(x)) &= \frac{d}{dx}\ln\left(a\cdot \prod_{i=1}^n \left(x - x_i\right)\right)\\
&= \frac{d}{dx}\left(\ln(a) + \sum_{i=1}^{n}\ln\left(x-x_i\right)\right)\\
&= \sum_{i=1}^{n} \frac{d}{dx} \ln\left(x-x_i\right)\\
&=\sum_{i=1}^{n} \frac{1}{x-x_i}\,.
\end{align}
On the other hand, we can take the logarithmic derivative of $p$ directly
\begin{align}
\frac{d}{dx}\ln(p(x)) &= \frac{p'(x)}{p(x)}\,.
\end{align}
It follows that
\begin{align}
\frac{p'(x)}{p(x)} &= \sum_{i=1}^{n} \frac{1}{x-x_i}
\end{align}
or
\begin{align}
p'(x) &= p(x)\cdot \sum_{i=1}^{n} \frac{1}{x-x_i}\\
&= a\cdot \sum_{i=1}^{n}\frac{\prod_{j=1}^n \left(x - x_j\right)}{x-x_i}\\
&= a\cdot \sum_{i=1}^{n}\prod_{j\neq i}^n (x-x_j)\,.
\end{align}
An unnecessarily tideous way of taking the derivative of a polynomium is thus to take the sum of the polynomia obtained when factoring out each root in turn.
The method is straightforwardly generalized to any factorizable function, i.e., \begin{align} f(x) &= \prod_{i=1}^n g_i(x) \end{align} has the derivative \begin{align} f'(x) &= f(x)\cdot \sum_{i=1}^n \frac{g_i'(x)}{g_i(x)}\,. \end{align} yielding a generalized product rule for differentiation
The method is straightforwardly generalized to any factorizable function, i.e., \begin{align} f(x) &= \prod_{i=1}^n g_i(x) \end{align} has the derivative \begin{align} f'(x) &= f(x)\cdot \sum_{i=1}^n \frac{g_i'(x)}{g_i(x)}\,. \end{align} yielding a generalized product rule for differentiation
Comments
Post a Comment