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Logarithmic Differentiation and Derivative of Exponential Functions, Summaries of Calculus

A review of logarithmic differentiation and the derivative of exponential functions of the form y = bx. It includes theorems, examples, and practice problems that demonstrate the use of logarithmic differentiation to find derivatives of complex functions. It also covers the chain rule version of the derivative of bu and the relationship between ex and ln x as inverse functions.

What you will learn

  • What is logarithmic differentiation and how is it used to find derivatives of complex functions?
  • What is the relationship between ex and ln x as inverse functions and how is it used to find the derivative of y = bx?

Typology: Summaries

2021/2022

Uploaded on 09/12/2022

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Inverse Functions
Review from Last Time: The Derivative of y =ln x
Last time we saw that
THEOREM 22.0.1.The natural log function is differentiable and
d
dx (ln x) = 1
x.
More generally, the chain rule version is
d
dx (ln u) = 1
u·du
dx .
EXAMPLE 22.0.2.Determine Dx(ln(2x+1))5.
SOLUTION. Use the chain rule.
Dx[(ln(2x+1))5] = Dx(u5) = 5u4du
dx =5(ln(2x+1))4·1
2x+1·2=10[ln(2x+1)]4
2x+1.
An Important Special Case. Since we can only take logs of positive numbers, often
times we use the log of an absolute value, e.g., ln|x|. We can find the derivatives of
such expressions as follows.
Dx[ln |x|] =
Dx[ln x]if x>0,
Dx[ln(x)] if x<0=
1
xif x>0,
1
x(1) = 1
xif x<0=1
xif x6=0
In other words, we get the ‘same rule’ as without the absolute value:
THEOREM 22.0.3.For x6=0,
Dx(ln |x|) = 1
x
The chain rule version when uis a function of xis
d
dx (ln |u|) = 1
u·du
dx .
EXAMPLE 22.0.4.Here’s one that involves a number of log properties:
Dtln
etcos t
t2+1=Dthln et+ln |cos t| ln pt2+1
=Dtht+ln |cos t| 1
2ln |t2+1|i
=1+1
cos t·(sin t)2t
2(t2+1)
=1tan tt
t2+1
pf3
pf4
pf5

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Inverse Functions

Review from Last Time: The Derivative of y = ln x

Last time we saw that

THEOREM 22. 0. 1. The natural log function is differentiable and

d dx (ln x) =

x

More generally, the chain rule version is

d dx (ln u) =

u

du dx

EXAMPLE 22. 0. 2. Determine Dx

[

(ln( 2 x + 1 ))^5

]

SOLUTION. Use the chain rule.

Dx [(ln( 2 x + 1 ))^5 ] = Dx (u^5 ) = 5 u^4 du dx = 5 (ln( 2 x + 1 ))^4 ·

2 x + 1

10 [ln( 2 x + 1 )]^4 2 x + 1

An Important Special Case. Since we can only take logs of positive numbers, often

times we use the log of an absolute value, e.g., ln |x|. We can find the derivatives of

such expressions as follows.

Dx [ln |x|] =

Dx [ln x] if x > 0,

Dx [ln(−x)] if x < 0

1

x if^ x^ >^ 0,

1

−x (−^1 ) =^

1

x if^ x^ <^0

x

if x 6 = 0

In other words, we get the ‘same rule’ as without the absolute value:

THEOREM 22. 0. 3. For x 6 = 0, Dx (ln |x|) =

x The chain rule version when u is a function of x is

d dx (ln |u|) =

u

du dx

EXAMPLE 22. 0. 4. Here’s one that involves a number of log properties:

Dt

[

ln

∣∣^ e

t (^) cos t √ t^2 + 1

]

= Dt

[

ln et^ + ln | cos t| − ln

t^2 + 1

= Dt

[

t + ln | cos t| − 12 ln |t^2 + 1 |

]

cos t · (− sin t) − 2 t 2 (t^2 + 1 )

= 1 − tan t − t t^2 + 1

YOU TRY IT 22. 1. Try finding these derivatives. Use log rules to simplify the functions before taking the derivative.

(a) Dx

[

ln | 6 x^3 sin x|

]

(b) Dx

[

6 x^3 ln | sin x|

]

(different)

(c) Dx

[

ln

x^4 − 1 x^2 + 1

]

(d) Dt

[

ln(t(e t (^) ) )

]

(e) Dx

[

ln 3

3 x^3 + x + 1

]

(f ) Ds

[

ln ( 5 ln^ s)

]

and log properties, then simplify. 3. 0. 22. Use Theorem 1. answer to you try it 22

xD )a( [

|x sin 3 x 6 | ln ]

xD = [

|x sin | ln + | 3 x 6 | ln ]

= 3 x ) 18b( x cot +^ x x cot 3 x 6 + |x sin | ln 3

xD )c ( [

ln ∣∣ x∣∣ 1 − 4

1 + 2 x ∣∣

∣∣ ]

xD = [

ln ∣∣

1 − 4 x∣ ∣∣

ln − ∣ ∣∣

1 + 2 x|∣ ∣∣

∣ ]

= 3 x^4

−^1 −^4 x x 2

tD )d(^1 +^2 x [ e(t(^ ln ) t ) ]

tD = [

t ln te ]

  • t ln te = te

1 t

xD )e ( [ 3 ln √

1 + x + 3 x 3 ]

xD = [ 1

3 3 ln^ · √

1 + x + 3 x 3 ] 1 =

3 1 + 2 x 9

1 + x + 3 x 3 sD ) f( [

) s ln 5 ( ln ] ln 5^ ] =ln 5^ s^ ln[^ sD^ =

s

In part (f), remember that ln 5 is just a constant.

EXAMPLE 22. 0. 6. Find the derivatives of the following functions.

(a) y = 2 x^ (b) z = 15 ( 3 t/10) (c) y = 5 t (^3) sin t (d) y = 4 x^ tan( 4 x)

Solution. Using Theorem 22. 0. 5 ,

(a)

d

dx

( 2 x^ ) = 2 x^ ln 2.

(b) This time we use the chain rule:

d

dt

15 ( 3 t/10)

= 15 ( 3 t/10) ln 3 ·

d

dt (^

t

1

10 =^

3

2 (^3

t/10) ln 3.

(c) Use the chain rule in combination with Theorem 22. 0. 5 ,

d

dt

u

t^3 sin t))^ = 5 t^3 sin t ln 5 ·

d

dt (t

3 sin t)

( 3 t^2 sin t − t^3 cos t).

(d) Use the product rule:

d

dx

( 4 x^ tan( 4 x)) = 4 x^ ln 4 · tan( 4 x) + 4 x^ sec^2 ( 4 x) · 4 = 4 x^ (ln 4 tan( 4 x) + 4 sec^2 ( 4 x)).

Logarithmic Differentiation

There are still types of functions that we have not tried to differentiate yet. Some-

times we can make use of our existing techniques and clever algebra to find

derivatives of very complicated functions. Logarithmic differentiation refers to

the process of first taking the natural log of a function y = f (x), then solving for

the derivative

dy

dx

. On the surface of it, it would seem that logs would only make a

complicated function more complicated. But remember that logs turn powers into

products and products into sums. That’s the key.

Here’s a neat problem to illustrate the idea.

EXAMPLE 22. 0. 7. Use the chain rule and implicit differentiation along with logs to find the derivative of y = f (x) = xx.

Solution. We begin by taking the natural log of both sides and simplifying using

log properties.

ln y = ln xx^ Powers = x ln x.

Remember we want to find

dy

dx

, so take the derivative of both sides (implicitly on

the left).

d

dx

(ln y) =

d

dx

(x ln x) ⇒

y

dy

dx

= 1 · ln x + x ·

x

= ln(x) + 1

dy

dx

Solve

= y[ln(x) + 1 ]

dy

dx

Substitute

= xx^ [ln(x) + 1 ]

In other words, we have shown that

d

dx

(xx^ ) = xx^ [ln(x) + 1 ]. Neat! Easy!

Here are a couple more.

EXAMPLE 22. 0. 8. Find the derivative of y = ( 1 + x^2 )tan^ x.

Solution. Take the natural log of both sides and simplify using log properties.

ln y = ln( 1 + x^2 )tan^ x^

Powers

= tan x ln( 1 + x^2 ).

Take the derivative of both sides (implicitly on the left) and solve for

dy

dx

d

dx

(ln y) =

d

dx

tan x ln( 1 + x^2 )

y

dy

dx

= sec^2 x ln( 1 + x^2 ) + tan x ·

2 x

1 + x^2

dy

dx

Solve

= y

[

sec^2 x ln( 1 + x^2 ) +

2 x tan x

1 + x^2

]

dy

dx

Substitute

= ln( 1 + x^2 )tan^ x

[

sec^2 x ln( 1 + x^2 ) +

2 x tan x

1 + x^2

]

So

d

dx

ln( 1 + x^2 )tan^ x^

= ln( 1 + x^2 )tan^ x

[

sec^2 x ln( 1 + x^2 ) +

2 x tan x

1 + x^2

]

. Not bad!

EXAMPLE 22. 0. 9. Find the derivative of y = (ln x)x 3 .

Solution. Be careful. This function is NOT the same as ln(xx

3

) which would

equal x^3 ln x. Instead, take the natural log of both sides and simplify using log

properties.

ln y = ln(ln x)x

(^3) Powers

= x^3 ln(ln x).

Take the derivative of both sides (implicitly on the left) and solve for

dy

dx

Do you see the difference when com- pared to ln(xx^3 )

y

dy

dx

= 3 x^2 ln(ln x) + x^3 ·

ln x

x

y

dy

dx

Solve = y

[

3 x^2 ln(ln x) +

x^3

x ln x

]

dy

dx

Substitute

= (ln x)x

3

[

3 x^2 ln(ln x) +

x^3

x ln x

]

Logs can also be used to simplify products and quotients.

EXAMPLE 22. 0. 10. Find the derivative of y = (x^2 − 1 )^5

1 + x^2 x^4 + 4

Solution. Use logarithmic differentiation to avoid a complicated quotient rule

derivative Take the natural log of both sides and then simplify using log proper-

ties.

ln y = ln

(x^2 − 1 )^5

1 + x^2

x^4 + 4

Log Prop

= ln(x^2 − 1 )^5 + ln( 1 + x^2 )1/2^ − ln(x^4 + 4 )

Log Prop

= 5 ln(x^2 − 1 ) +

ln( 1 + x^2 ) − ln(x^4 + 4 ).

Take the derivative of both sides and solve for

dy

dx