The Derivative as a Function

Rather than describing the instantaneous rate-of-change of \(f\) at some specific point \(x=c,\) let’s just keep \(x\) generic and define the derivative as a function of \(x.\) The derivative of \(f\) with respect to \(x\) is the function \(f'\) defined as \[ f'(x) = \lim\limits_{h \to 0}\frac{f(x+h)-f(x)}{h}\,. \] There are a few common notations for the derivative function: \[ f' \qquad\qquad \dot{f} \qquad\qquad \frac{\mathrm{d}}{\mathrm{d}x}\bigl(f\bigr) \qquad\qquad \frac{\mathrm{d}f}{\mathrm{d}x} \qquad\qquad \operatorname{D}(f) \qquad\qquad f_x % \qquad\qquad % f_1 \] The \(\frac{\mathrm{d}f}{\mathrm{d}x}\) notation alludes to the derivative being a slope; the \(\mathrm{d}\) in that notation may be read as “a small deviation in,” and so \(\frac{\mathrm{d}f}{\mathrm{d}x}\) may be read as “a small deviation in the output of \(f\) per a small deviation in the input.” The derivative is more specifically referred to as the first-order derivative of \(f;\) we may take further derivatives. The second-order derivative of \(f,\) the derivative of the derivative which represents an instantaneous rate-of-change-of-the-rate-of-change of \(f,\) is commonly denoted as: \[ f'' \qquad\qquad (f')' \qquad\qquad \ddot{f} \qquad\qquad \frac{\mathrm{d}}{\mathrm{d}x} \biggl( \frac{\mathrm{d}}{\mathrm{d}x} \bigl( f \bigr) \biggr) \qquad\qquad \frac{\mathrm{d^2}}{\mathrm{d}x^2} \bigl( f \bigr) \qquad\qquad \frac{\mathrm{d^2}f}{\mathrm{d}x^2} \qquad\qquad \operatorname{D}^2(f) \qquad\qquad f_{xx} % \qquad\qquad % f_{1\,1} \] E.g. if \(f\) represents a position, then \(f'\) represents a velocity, and \(f''\) represents the rate-of-change of that velocity, an acceleration.