Differentiation is the process of finding the derivative of a function, which is a rule that gives us the gradient of the tangent at any point on the graph. Previously we estimated the gradient of the tangent at point by calculating the gradient of the secant through the point and another point close by. In order to find the gradient function or derivative we take the limit as the second point becomes closer and closer to the point of interest.
Let's review the concepts so far. The average rate of change between $x=a$x=a and $x=b$x=b is the gradient of the secant through these points as shown below:
$\text{Average rate of change}=\frac{f\left(b\right)-f\left(a\right)}{b-a}$Average rate of change=f(b)−f(a)b−a
The instantaneous rate of change can be estimated by bringing the second point in closer to $A$A. The diagram below shows the tangent at point $A$A and three secants at progressively closer points $B$B. We can see the secants become a closer estimate for the tangent at $A$A as $B$B draws closer.
So to estimate the gradient of the tangent at $A$A, where $x=a$x=a, we make a second point $B$B close to this - say at $x=a+h$x=a+h where $h$h is small so the estimate is close. The smaller we make $h$h the closer the secant through $A$A and $B$B comes to matching the tangent at $A$A.
In the applet below you can visualise this by making $h$h close to zero and seeing how close the secant approximates the tangent.
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We can see in the applet above that the gradient of the secant through $A$A and $B$B is given by:
| $\text{Gradient of secant}$Gradient of secant | $=$= | $\frac{y_2-y_1}{x_2-x_1}$y2−y1x2−x1 |
| $=$= | $\frac{f(a+h)-f(a)}{h}$f(a+h)−f(a)h |
To obtain the gradient of the tangent we require $h$h to approach zero. The secant does not exist at $h=0$h=0, when the two points lie on top of each other, as the gradient is not defined. However, if we use limits we can find the value that the gradient of the secant is approaching.
Hence, the gradient of the tangent to $f(x)$f(x) at $x=a$x=a, denoted $f'(a)$f′(a) is given by:
$f'(a)=\lim_{h\rightarrow0}\frac{f\left(a+h\right)-f(a)}{h}$f′(a)=limh→0f(a+h)−f(a)h
Note: There are many patterns and rules that allow us to find derivatives in a quicker way, but using this limit is finding the gradient using the fundamental definition and hence, called differentiation from first principles.
Worked example
Example 1
Find the gradient of the tangent to $f(x)=x^2+5$f(x)=x2+5 at $x=3$x=3 from first principles.
Think: We are looking for $f'(a)$f′(a) from our formula above with $a=3$a=3. We require $f\left(3\right)$f(3)and $f\left(3+h\right)$f(3+h), it can be a good idea to find these first and simplify if possible before substituting into the formula.
Do: For $f(x)=x^2+5$f(x)=x2+5
| $f(3)$f(3) | $=$= | $3^2+5$32+5 | $f(3+h)$f(3+h) | $=$= | $(3+h)^2+5$(3+h)2+5 | |
| $=$= | $14$14 | $=$= | $9+6h+h^2+5$9+6h+h2+5 | |||
| $=$= | $14+6h+h^2$14+6h+h2 |
| Hence, $f'(3)$f′(3) | $=$= | $\lim_{h\rightarrow0}\frac{f\left(3+h\right)-f(3)}{h}$limh→0f(3+h)−f(3)h | |
| $=$= | $\lim_{h\rightarrow0}\frac{14+6h+h^2-14}{h}$limh→014+6h+h2−14h | Substitute the expressions found above | |
| $=$= | $\lim_{h\rightarrow0}\frac{6h+h^2}{h}$limh→06h+h2h | Simplify the numerator | |
| $=$= | $\lim_{h\rightarrow0}\frac{h\left(6+h\right)}{h}$limh→0h(6+h)h | Factorise the numerator | |
| $=$= | $\lim_{h\rightarrow0}\left(6+h\right)$limh→0(6+h) | Divide top and bottom by $h$h, to reveal the behaviour of the expression when $h\ne0$h≠0 | |
| $=$= | $6$6 | Take the limit by substituting in $h=0$h=0 |
Hence, the gradient of the tangent to $f(x)=x^2+5$f(x)=x2+5 at $x=3$x=3 is $6$6.
Notice:
- The limit expression of $h\rightarrow0$h→0 needs to remain until the final step of taking the limit by substituting in $h=0$h=0.
- To be able to substitute in $h=0$h=0 in our last step we must remove the $h$h from the denominator - so after simplifying the numerator you should always be able take out a factor $h$h for any function you are expected to use this technique for.
Finding the derivative by first principles
In our previous example we found the gradient of the tangent at a particular point. If we were to do this for many points on the same function we may notice they follow a pattern.
For example, the table below shows the gradient of the tangent at several points for the function $f(x)=x^2+5$f(x)=x2+5:
| $x$x | $1$1 | $2$2 | $3$3 | $4$4 | $5$5 |
|---|---|---|---|---|---|
| $f'(x)$f′(x) | $2$2 | $4$4 | $6$6 | $8$8 | $10$10 |
From this table we could make the conjecture that $f'(x)=2x$f′(x)=2x, that is the gradient of the tangent at any point is double the value of the $x$x-coordinate. However, how can we be sure? How can we prove that the derivative is indeed $f'(x)=2x$f′(x)=2x.
We can again use first principles but rather than a set point $x=a$x=a, use a general point $x$x.
For a function $f(x)$f(x), the derivative (or gradient function) is given by:
$f'(x)=\lim_{h\rightarrow0}\frac{f\left(x+h\right)-f(x)}{h}$f′(x)=limh→0f(x+h)−f(x)h
An alternate and commonly used notation for the derivative is Leibniz's notation of $\frac{dy}{dx}$dydx. And that the Greek letter delta is used to symbolise "change in". Thus, we can also describe average rates of change and the instantaneous rate of change using this alternate notation. For a function $y=f(x)$y=f(x), we have:
Average rate of change - gradient of secant
| $\text{Gradient between two points}$Gradient between two points | $=$= | $\frac{\Delta y}{\Delta x}$ΔyΔx |
| $=$= | $\frac{f\left(x+\Delta x\right)-f(x)}{\Delta x}$f(x+Δx)−f(x)Δx |
Instantaneous rate of change - gradient of tangent
| $\frac{dy}{dx}$dydx | $=$= | $\lim_{\Delta x\rightarrow0}\frac{\Delta y}{\Delta x}$limΔx→0ΔyΔx |
| $=$= | $\lim_{\Delta x\rightarrow0}\frac{f\left(x+\Delta x\right)-f(x)}{\Delta x}$limΔx→0f(x+Δx)−f(x)Δx |
This can be written with upper case delta $\Delta$Δ or lower case $\delta$δ (meaning small change in). We can see this notation replaces $h$h with the term $\Delta x$Δx denoting the change in $x$x.
Worked examples
Example 2
Using first principles show that the derivative of $f(x)=x^2+5$f(x)=x2+5 is $f'(x)=2x$f′(x)=2x. And hence, find the gradient of the tangent at $x=10$x=10.
Think: Using first principles we require $f\left(x\right)$f(x) and $f\left(x+h\right)$f(x+h), let's state these first and simplify if possible before substituting into the formula.
Do: We have $f(x)=x^2+5$f(x)=x2+5 and
| $f(x+h)$f(x+h) | $=$= | $(x+h)^2+5$(x+h)2+5 |
| $=$= | $x^2+2xh+h^2+5$x2+2xh+h2+5 | |
| $=$= | $14+6h+h^2$14+6h+h2 |
| Hence, $f'(x)$f′(x) | $=$= | $\lim_{h\rightarrow0}\frac{f\left(x+h\right)-f(x)}{h}$limh→0f(x+h)−f(x)h | |
| $=$= | $\lim_{h\rightarrow0}\frac{x^2+2xh+h^2+5-\left(x^2+5\right)}{h}$limh→0x2+2xh+h2+5−(x2+5)h | Substitute the expressions found above | |
| $=$= | $\lim_{h\rightarrow0}\frac{2xh+h^2}{h}$limh→02xh+h2h | Simplify the numerator, careful to subtract all terms in the bracket | |
| $=$= | $\lim_{h\rightarrow0}\frac{h\left(2x+h\right)}{h}$limh→0h(2x+h)h | Factorise the numerator | |
| $=$= | $\lim_{h\rightarrow0}\left(2x+h\right)$limh→0(2x+h) | Divide top and bottom by $h$h | |
| $=$= | $2x$2x | Take the limit by substituting in$h=0$h=0 |
Hence, the derivative of $f(x)=x^2+5$f(x)=x2+5 is $f'(x)=2x$f′(x)=2x.
We can now find the gradient of the tangent at any value of $x$x by substituting into this rule. So the gradient of the tangent at $x=10$x=10 is:
| $f'(10)$f′(10) | $=$= | $2\times10$2×10 |
| $=$= | $20$20 |
Example 3
Differentiate $f(x)=3x^2+4x-5$f(x)=3x2+4x−5from first principles.
Think: Using first principles we require $f\left(x\right)$f(x)and $f\left(x+h\right)$f(x+h), let's find these first and simplify if possible before substituting into the formula.
Do: We have $f(x)=3x^2+4x-5$f(x)=3x2+4x−5 and
| $f(x+h)$f(x+h) | $=$= | $3(x+h)^2+4(x+h)-5$3(x+h)2+4(x+h)−5 |
| $=$= | $3(x^2+2xh+h^2)+4x+4h-5$3(x2+2xh+h2)+4x+4h−5 | |
| $=$= | $3x^2+6xh+3h^2+4x+4h-5$3x2+6xh+3h2+4x+4h−5 |
| Hence, $f'(x)$f′(x) | $=$= | $\lim_{h\rightarrow0}\frac{f\left(x+h\right)-f(x)}{h}$limh→0f(x+h)−f(x)h | |
| $=$= | $\lim_{h\rightarrow0}\frac{\left[3x^2+6xh+3h^2+4x+4h-5\right]-\left[3x^2+4x-5\right]}{h}$limh→0[3x2+6xh+3h2+4x+4h−5]−[3x2+4x−5]h | Substitute the expressions found above | |
| $=$= | $\lim_{h\rightarrow0}\frac{6xh+3h^2+4h}{h}$limh→06xh+3h2+4hh | Simplify the numerator | |
| $=$= | $\lim_{h\rightarrow0}\frac{h\left(6x+3h+4\right)}{h}$limh→0h(6x+3h+4)h | Factorise the numerator | |
| $=$= | $\lim_{h\rightarrow0}\left(6x+3h+4\right)$limh→0(6x+3h+4) | Divide top and bottom by $h$h | |
| $=$= | $6x+4$6x+4 | Take the limit by substituting in $h=0$h=0 |
Hence, the gradient function of $f(x)=3x^2+4x-5$f(x)=3x2+4x−5 is $f'(x)=6x+4$f′(x)=6x+4.
Practice questions
Question 1
Consider the function $f\left(x\right)=-5x+4$f(x)=−5x+4.
Find $f\left(x+h\right)$f(x+h).
Find $f\left(x+h\right)-f\left(x\right)$f(x+h)−f(x).
Find $\frac{f\left(x+h\right)-f\left(x\right)}{h}$f(x+h)−f(x)h.
Question 2
We want to find the derivative of $f\left(x\right)=-6x^2$f(x)=−6x2 from first principles.
Find $f\left(x+h\right)$f(x+h) in expanded form.
Find $f\left(x+h\right)-f\left(x\right)$f(x+h)−f(x).
Find $\frac{f\left(x+h\right)-f\left(x\right)}{h}$f(x+h)−f(x)h.
Hence find $f'\left(x\right)$f′(x) by evaluating $\lim_{h\to0}\left(\frac{f\left(x+h\right)-f\left(x\right)}{h}\right)$limh→0(f(x+h)−f(x)h).
Question 3
Consider the function $f\left(x\right)=\left(x+6\right)\left(x+2\right)$f(x)=(x+6)(x+2).
Determine the gradient function of $f\left(x\right)=\left(x+6\right)\left(x+2\right)$f(x)=(x+6)(x+2) from first principles.
Show all steps of working.
Determine the gradient at the point where $x=3$x=3.