Lecture 10 : Chain Rule
嚜燉ecture 10 : Chain Rule
(Please review Composing Functions under Algebra/Precalculus Review on the class webpage.)
Here we apply the derivative to composite functions. We get the following rule of differentiation:
The Chain Rule : If g is a differentiable function at x and f is differentiable at g(x), then the
composite function F = f ? g defined by F (x) = f (g(x)) is differentiable at x and F 0 is given by the
product
F 0 (x) = f 0 (g(x))g 0 (x).
In Leibniz notation If y = f (u) and u = g(x) are both differentiable functions, then
dy du
dy
=
.
dx
du dx
It is not difficult to se why this is true, if we examine the average change in the value of F (x) that
results from a small change in the value of x:
f (g(x + h)) ? f (g(x))
f (g(x + h)) ? f (g(x)) g(x + h) ? g(x)
F (x + h) ? F (x)
=
=
﹞
h
h
g(x + h) ? g(x)
h
or if we let u = g(x) and y = F (x) = f (u), then
?y ?u
?y
=
﹞
?x
?u ?x
if g(x + h) ? g(x) = ?u 6= 0. When we take the limit as h ↙ 0 or ?x ↙ 0, we get
F 0 (x) = f 0 (g(x))g 0 (x)
or
dy
dy du
=
.
dx
du dx
Example Find the derivative of F (x) = sin(2x + 1).
Step 1: Write F (x) as F (x) = f (g(x)) or y = F (x) = f (u), where u = g(x).
Step 2: working from the outside in, we get
F 0 (x) = f 0 (g(x))g 0 (x) =
or using u, we get
dy
dy du
= du
﹞ dx .
F 0 (x) = dx
Example Let g(x) =
p
(x3 + x2 + 1)3 , Find h0 (x).
1
There is a general pattern with differentiating a power of a function that we can single out as:
The Chain Rule and Power Rule combined: If n is any real number and u = g(x) is differentiable,
then
d n
du
(u ) = nun?1
dx
dx
or
d
((g(x))n ) = n(g(x))n?1 g 0 (x).
dx
Example Differentiate the following function:
f1 (x) = sin100 x.
We can combine the chain rule with the other rules of differentiation:
Example
Differentiate h(x) = (x + 1)2 sin x.
Example
Find the derivative of the function
k(x) =
(x3 + 1)100
.
x2 + 2x + 5
2
Sometimes we have to use the chain rule more than once. The following can be proven by repeatedly
applying the above result on the chain rule :
Expanded Chain Rule If h is differentiable at x, g is differentiable at h(x) and f is at g(h(x)), then
the composite function G(x) = f (g(h(x))) is differentiable at x and
G0 (x) = f 0 (g(h(x))) g 0 (h(x)) h0 (x).
Alternatively, letting v = h(x), u = g(v) = g(h(x)) and y = G(x) = f (u), we get
dy
dy du dv
=
﹞
﹞ .
dx
du dv dx
Example Let F (x) = cos(sin(x2 + 羽)), Find F 0 (x).
What is the equation of the tangent line to the graph of f (x) at x = 0.
3
More Examples
Example(Old Exam Question Fall 2007) Find the derivative of
﹟
h(x) = x2 cos( x3 ? 1 + 2).
Example Find the derivative of
F (x) = ﹟
F (x) = ﹟
1
x2 + x + 1
1
= (x2 + x + 1)?1/2 .
2
x +x+1
By the chain rule,
F 0 (x) =
?1 2
?(2x + 1)
(x + x + 1)?3/2 (2x + 1) =
.
2
2(x2 + x + 1)3/2
Example Find the derivative of L(x) =
q
x?1
.
x+2
Here we use the chain rule followed by the quotient rule. We have
r
L(x) =
x?1
=
x+2
x?1
x+2
!1/2
.
Using the chain rule, we get
1 x?1
L0 (x) =
2 x+2
!?1/2
!
d x?1
.
dx x + 2
Using the quotient rule for the derivative on the right, we get
1 x?1
L0 (x) =
2 x+2
!?1/2 "
#
#
!?1/2 "
1 x?1
(x + 2) ? (x ? 1)
3
=
.
(x + 2)2
2 x+2
(x + 2)2
4
10
Example
f (x) =
8p
cos2 (2x)
Find f 0 (0). (Note that this is an interesting function,
in fact f (x) = | cos(2x)| which you can graph by
6
sketching the graph of cos(2x) and then flipping the negative parts over the x-axis. Note that the graph
has many sharp points, but is smooth at x = 0.)
4
f(x) = cos(2﹞x)
2
每 4!
每 3!
每 2!
每!
!
2!
3!
4!
每2
Using the chain
the chain
p rule with﹟
2
y = f (x) = cos (2x) = u,
u = cos2 (2x) =每 4(v)2 ,
f 0 (x) =
v = cos(2x) = cos(w),
dy du dv dw
1
dy
=
﹞
﹞
﹞ 每 6 = u?1/2 ﹞ 2v ﹞ [? sin(w)] ﹞ 2 =
dx
du dv dw dx
2
1
?2 cos(2x) sin(2x)
p
p
8
﹞ 2 cos(2x) ﹞ [?每sin(2x)]
﹞2=
.
2
2 cos (2x)
cos2 (2x)
每 10
每 12
每 14
每 16
每 18
5
w = 2x, we get
................
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