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An in-depth explanation of logarithmic differentiation, a technique used to find the derivatives of functions made up of products, quotients, and powers of more elementary functions. the basics of logarithmic functions, their properties, and the chain rule. It also includes several examples to illustrate the application of logarithmic differentiation.
What you will learn
Typology: Lecture notes
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U
n iv
e r s it a s
Sa
sk
a
tc
h
e w
a n e n s
si
DEOET
PAT-RIÆ
2002 Doug MacLean
Recall that the logarithm functions satisfy very important arithmetic laws:If
a
and
b
are positive numbers, and
c
is a positive number not equal to 1, we have:
log
c
a
ln
a
ln
c
ln
(ab)
ln
a
ln
b
log
c
(ab)
log
c
a
log
c
b
ln
a b
ln
a
ln
b
log
c
a b
log
c
a
log
c
b
ln
a
b
b
ln
a
log
c
a
b
b
log
c
a
The natural logarithm function was defined to the inverse of the exponential function
e
x
, and the base
a
logarithms were defined to
be the inverse of the exponential function
a
x
, so we have the Cancellation Laws
e
ln
x
x
and
a
ln
x
x
so if we let
y
ln
x
or
y
log
a
x
we have
e
y
x
or
a
y
x
Using the method of implicit differentiation, we get:
(e
y
′
e
y
y
′
(x)
′
or
(a
y
′
ln
a)a
y
y
′
(x)
′
so
y
′
e
y
(^1) x
or
y
′
ln
a)a
y
ln
a)x
Thus
d dx
ln
x)
(^1) x
and
d dx
log
a
x
ln
a)x
U
n iv
e r s it a s
Sa
sk
a
tc
h
e w
a n e n s
DEOET
PAT-RIÆ
2002 Doug MacLean
We may get more general formulas by using the Chain Rule:
d dx
ln
f (x))
f
′
(x)
f (x)
and
d dx
log
a
f (x)
f
′
(x)
ln
a)f (x)
ln
a
f
′
(x)
f (x)
The quantity
f
′
(x)
f (x)
is called the
relative rate of change
of the function
f
, and is very important in practical applications.
Find the derivative of
y
ln
(x
5
x
3
Solution:
y
′
x
5
x
3
(x
5
x
3
′
x
5
x
3
x
4
x
2
x
2
x
2
x
5
x
3
Find
d dx
sin
ln
(x))
Solution: d dx
sin
ln
(x))
cos
ln
x)
(^1) x
cos
ln
x)
x
U
n iv
e r s it a s
Sa
sk
a
tc
h
e w
a n e n s
DEOET
PAT-RIÆ
2002 Doug MacLean
One of the most important uses of the natural logarithm function is in the computation of derivatives of functions which are madeup of products, quotients and powers of more elementary functions. We use the three basic arithmetic properties of the logarithm tosimplify the function.
Find
y
′
if
y
(x
4
(x
3
(x
7
Taking logarithms of both sides of the equation, we get
ln
y
ln
(x
4
(x
3
(x
7
or
ln
y
4 ln
(x
3 ln
(x
7 ln
(x
which we now differentiate:^ y
′
y
x
x
x
which we need only simplify slightly to get
y
′
in a usable form:
y
′
y
x
x
x
U
n iv
e r s it a s
Sa
sk
a
tc
h
e w
a n e n s
DEOET
PAT-RIÆ
2002 Doug MacLean
Find
y
′
if
y
x
4
π
x
sin
5
x)
(x
3
(x
7
. 5
Solution:
Taking logarithms of both sides of the equation, we get
ln
y
ln
x
4
π
x
sin
5
x)
(x
3
(x
7
. 5
or
ln
y
4 ln
x
x
ln
π
5 ln sin
x)
3 ln
(x
5 ln
(x
which we now differentiate:^ y
′
y
1 x
ln
π
3 cos
x)
sin
x)
x
x
which we need only simplify slightly to get
y
′
in a usable form:
y
′
y
(^4) x
ln
π
15 cot
x)
x
x
U
n iv
e r s it a s
Sa
sk
a
tc
h
e w
a n e n s
DEOET
PAT-RIÆ
2002 Doug MacLean
There will be occasions when we wish to apply logarithms and deal with negative values of the variables concerned.Of course, ln
x
is undefined if
x
x
is
defined if
x <
Let us then find the derivative of ln
x
for non-zero
x
If
x >
0, it is of course
1 x
If
x <
0, then
x
x
, so ln
x
ln
x)
, and we can apply the Chain Rule:
d dx
ln
x))
x
d dx
x)
x
(^1) x
so we have the important formula
d dx
ln
x
(^1) x
if
x