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Definition: A function $f$ is differentiable at $a$ if the derivative $f^\prime(a)$
exists. It is differentiable on an open interval $(a,b)$ [or
$(a,\infty)$ or $(-\infty,a)$ or $(-\infty,\infty)$] if it is differentiable at
every number in the interval.
- If $f$ is differentiable at $a$, then $f$ is continuous at $a$.
- But the converse is not true: just because $f$ is continuous at
$a$ does not mean that it is differentiable there.
- Differentiability on an interval implies continuity and smoothness.
Let's use the definition of the derivative function,
\[
f^\prime(x) = \lim_{h \to 0} \frac{f(x+h)-f(x)}{h}
\]
to determine the derivative functions of these important functions:
- Constant functions: $f(x)=c$
- Linear functions: $f(x)=mx+b$
- Quadratic functions: $f(x)=ax^2+bx+c$
- An important application of the tangent line
The first two derivatives are easy: each function has a straight line
graph, so the tangent line is the graph of the function itself. The
slope of each of those graphs is easy to see (either 0 or
m). The derivatives are hence on full display. Not so much for
the quadratic, and it's the first function that has an explicit
dependence on $x$.
How well can you recognize derivatives and the functions that give rise
to them? Let's try #3, p. 122.
Some thoughts:
- What causes breaks in derivative functions?
- How is symmetry preserved in derivatives?
- How does the degree of a polynomial change under differentiation?
If a function's derivative is another function, does that function have
a derivative?
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The derivative of the derivative of a function is called the second
derivative of the function, and denoted $f''(x)$. And how do we interpret these "higher
derivatives" in the context of a motion?
Let's think of a quadratic motion, e.g. the motion of an eraser thrown
across the room. Let $s(t)$ be the height of the eraser at time $t$:
\[s(t)=at^2+bt+c\]
Each of the coefficients has an important, intuitive role to play:
- $c$ is the initial height, at time $t=0$;
- $b$ is the initial velocity, the rate of change of height at time $t=0$;
- $2a$ is the acceleration (due to gravity) of the height (the
derivative of the velocity is acceleration).
- It is constant across this motion, if we neglect other
forces (e.g. air resistance), or the fact that gravity is
actually a function of the distance from the center of the Earth.
- Forces result in accelerations (and vice versa, per Newton's equation $f=ma$).
Example: So in problem #13, p. 111, a ball was thrown into the
air with a velocity of 40 ft/s, and its height (in feet) is given by h
\[s(t)=40t-16t^2\]
So its initial height is 0; its initial velocity is 40 ft/s (up,
against the force of gravity); and the acceleration is 2*(-16)=-32 ft/s/s
(note the units). The acceleration is in the direction opposite the
velocity, pointing downward. That's why it's negative.
Think about the parabola which is this function's graph: it's an
umbrella. The ball will rise, reach its apex, then fall back to Earth.
\[s(t)=40t-16t^2\]
\[s'(t)=v(t)=40-32t\]
\[s''(t)=v'(t)=a(t)=-32\]
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Blue -- graph of $s(t)$
Red -- graph of $s'(t)$
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Of course we could continue on and define higher derivatives (third,
fourth, etc.). The notation for the $n^{th}$ derivative is frequently
$f^{(n)}(x)$.
The parentheses are supposed to tip you off to the fact that these aren't powers, but rather derivatives.
- Here are other notations for the derivative function:
\[
f^\prime(x) = \frac{dy}{dx} = \frac{df}{dx} = \frac{d}{dx}\left(f(x)\right)=\left(f(x)\right)'=\lim_{h \to 0} \frac{f(x+h)-f(x)}{h}
\]
There are several different ways of writing the derivative, and you
need to get used to them. The form \(\frac{d}{dx}\left(f(x)\right)\)
reminds us that the operation of differentiation is itself a function:
it takes a function in its domain and returns another function -- the
derivative function.
- Examples: