General Definition of Derivative
In this article, we will discuss the General Definition of Derivative. To understand this concept, we first explore two key ideas: tangent lines and instantaneous velocity.
Tangent Line, Secant Line, and Normal Line
Slope of Secant and Tangent Lines
The slope of the secant line through points \(A(a, f(a))\) and \(B(a + \Delta x, f(a + \Delta x))\) is:
\[ m_{AB} = \frac{f(a + \Delta x) - f(a)}{\Delta x} \]As \(\Delta x \to 0\), the secant line approaches the tangent line. Thus, the slope of the tangent line at \(x = a\) is:
\[ m = \lim_{\Delta x \to 0} \frac{f(a + \Delta x) - f(a)}{\Delta x} \]Instantaneous Velocity
If \(f(t)\) represents the position at time \(t\), then the instantaneous velocity at \(t = a\) is:
\[ v = \lim_{\Delta t \to 0} \frac{f(a + \Delta t) - f(a)}{\Delta t} \]Definition of Derivative
The derivative of a function \(f\) at \(x = a\), denoted \(f'(a)\), is defined as:
\[ f'(a) = \lim_{h \to 0} \frac{f(a + h) - f(a)}{h} \]provided the limit exists. Equivalently,
\[ f'(a) = \lim_{x \to a} \frac{f(x) - f(a)}{x - a} \]General derivative function: \(f'(x) = \lim_{h \to 0} \frac{f(x + h) - f(x)}{h}\)
Notation
- Newton: \(f'(x)\) or \(y'\) for first derivative; \(f''(x)\) or \(y''\) for second derivative.
- Leibniz: \(\frac{dy}{dx}\) or \(\frac{df}{dx}\) for first derivative; \(\frac{d^2y}{dx^2}\) for second derivative.
Find the slope of the tangent line to the curve \(f(x) = x^2\) at the point \((2, 4)\).
A particle moves along a straight line with position function \(f(x) = 6x^3 + x^2\) (in meters) after \(x\) seconds.
a) Find the average velocity over the interval \(2 \le x \le 3\).
b) Find the instantaneous velocity at \(x = 2\) seconds.
Find \(f'(-2)\) for \(f(x) = x^2 - 3x\).
Find \(f'(x)\) for the following functions using the limit definition:
a) \(f(x) = 5x - 2\) b) \(f(x) = x^2 + 2x\) c) \(f(x) = \sin x\)
Show that \(f(x) = |x|\) is not differentiable at \(x = 0\).
Relationship Between Differentiability and Continuity
If a function \(f\) is differentiable at \(x = a\), then \(f\) is continuous at \(x = a\). The converse is not necessarily true (e.g., \(f(x)=|x|\) is continuous but not differentiable at \(x=0\)).
Note: While the limit definition is fundamental, in practice we will use derivative rules for algebraic, trigonometric, and other functions to compute derivatives more efficiently.