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We have used calculators and graphs to guess the values of limits.
However, we have learned that such methods do not always lead to the correct answer.
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2.3Calculating Limits
Using the Limit LawsIn this section, we will:
Use the Limit Laws to calculate limits.
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Suppose that c is a constant and the limits and exist.lim ( )
x af x
lim ( )x a
g x
THE LIMIT LAWS
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Then,
4.lim ( ) ( ) lim ( ) lim ( )x a x a x a
f x g x f x g x
1.lim ( ) ( ) lim ( ) lim ( )x a x a x a
f x g x f x g x
2.lim ( ) ( ) lim ( ) lim ( )x a x a x a
f x g x f x g x
3.lim ( ) lim ( )x a x a
cf x c f x
lim ( )( )5.lim lim ( ) 0
( ) lim ( )x a
x a x ax a
f xf xif g x
g x g x
THE LIMIT LAWS
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These laws can be stated verbally.THE LIMIT LAWS
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The limit of a sum is the sum of the limits.
THE SUM LAW
lim ( ) ( ) lim ( ) lim ( )x a x a x a
f x g x f x g x
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The limit of a difference is the difference of the limits.
THE DIFFERENCE LAW
lim ( ) ( ) lim ( ) lim ( )x a x a x a
f x g x f x g x
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The limit of a constant times a function is the constant times the limit of the function.
THE CONSTANT MULTIPLE LAW
lim ( ) lim ( )x a x a
cf x c f x
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The limit of a product is the product of the limits.
THE PRODUCT LAW
lim ( ) ( ) lim ( ) lim ( )x a x a x a
f x g x f x g x
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The limit of a quotient is the quotient of the limits, provided that the limit of the denominator is not 0.
THE QUOTIENT LAW
lim ( )( )lim lim ( ) 0
( ) lim ( )x a
x a x ax a
f xf xif g x
g x g x
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It is easy to believe that these properties are true.
For instance, if f(x) is close to L and g(x) is close to M, it is reasonable to conclude that f(x) + g(x) is close to L + M.
This gives us an intuitive basis for believing that the Sum Law is true.
THE LIMIT LAWS
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Use the Limit Laws and the graphs of f and g in the figure to evaluate the following limits, if they exist.
a.
b.
c.
2
lim ( ) 5 ( )x
f x g x
USING THE LIMIT LAWS Example 1
1
lim ( ) ( )x
f x g x
2
( )lim
( )x
f x
g x
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From the graphs, we see that
and .
Therefore, we have:
2lim ( ) 1x
f x
2
2 2
2 2
lim ( ) 5 ( )
lim ( ) lim 5 ( )
lim ( ) 5 lim ( )
1 5( 1) 4
x
x x
x x
f x g x
f x g x
f x g x
USING THE LIMIT LAWS Example 1 a
2lim ( ) 1x
g x
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We see that . However, does not exist, because the left and right limits are different:
So, we can not use the Product Law for the
desired limit.
1lim ( ) 2x
f x
1
lim ( )x
g x
1 1lim ( ) 2 and lim ( ) 1x x
g x g x
USING THE LIMIT LAWS Example 1 b
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However, we can use the Product Law for the one-sided limits:
The left and right limits aren’t equal.
So, does not exist.
1
lim ( ) ( )x
f x g x
USING THE LIMIT LAWS Example 1 b
1lim[ ( ) ( )] 2 ( 2) 4x
f x g x
1lim[ ( ) ( )] 2 ( 1) 2x
f x g x
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The graphs show that and
As the limit of the denominator is 0, we can not
use the Quotient Law.
does not exist.
This is because the denominator approaches 0 while the numerator approaches a nonzero number.
2lim ( ) 1.4x
f x
USING THE LIMIT LAWS Example 1 c
2
( )lim
( )x
f x
g x
2lim ( ) 0x
g x
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If we use the Product Law repeatedly with f(x) = g(x), we obtain the Power Law.
where n is a positive integer
6.lim ( ) lim ( )n
n
x a x af x f x
THE POWER LAW
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In applying these six limit laws, we need to use two special limits.
These limits are obvious from an intuitive point of view.
State them in words or draw graphs of y = c and
y = x.
7.limx a
c c
USING THE LIMIT LAWS
8.limx a
x a
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If we now put f(x) = x in the Power Law and use Law 8, we get another useful special limit.
where n is a positive integer.
9.lim n n
x ax a
USING THE LIMIT LAWS
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A similar limit holds for roots.
If n is even, we assume that a > 0.
10.lim n n
x ax a
USING THE LIMIT LAWS
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More generally, we have the Root Law.
where n is a positive integer.
If n is even, we assume that
11.lim ( ) lim ( )n nx a x a
f x f x
lim ( ) 0x a
f x
THE ROOT LAW
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Evaluate the following limits and justify each step.
a.
b.
2
5lim(2 3 4)x
x x
USING THE LIMIT LAWS Example 2
3 2
2
2 1lim
5 3x
x x
x
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(by Laws 2 and 1)
2
5
2
5 5 5
2
5 5 5
2
lim(2 3 4)
lim(2 ) lim3 lim 4
2lim 3lim lim 4
2(5 ) 3(5) 4
39
x
x x x
x x x
x x
x x
x x
USING THE LIMIT LAWS Example 2 a
(by Law 3)
(by Laws 9, 8, and 7)
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We start by using the Quotient Law. However, its use is fully justified only at the final stage.
That is when we see that the limits of the numerator and denominator exist and the limit of the denominator is not 0.
USING THE LIMIT LAWS Example 2 b
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3 2
2
3 2
2
2
3 2
2 2 2
2 2
3 2
2 1lim
5 3
lim ( 2 1)
lim (5 3 )
lim 2 lim lim 1
lim 5 3 lim
( 2) 2( 2) 1 1
5 3( 2) 11
x
x
x
x x x
x x
x x
x
x x
x
x x
x
USING THE LIMIT LAWS Example 2 b
(by Law 5)
(by Laws 1, 2, and 3)
(by Laws 9, 8, and 7)
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If we let f (x) = 2x2 - 3x + 4, then f (5) = 39.
In other words, we would have gotten the correct answer in Example 2 a by substituting 5 for x.
Similarly, direct substitution provides the correct answer in Example 2 b.
USING THE LIMIT LAWS Note
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The functions in the example are a polynomial and a rational function, respectively.
Similar use of the Limit Laws proves that direct substitution always works for such functions.
USING THE LIMIT LAWS Note
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We state this fact as follows. If f is a polynomial or a rational function and a is in the domain of f, then
lim ( ) ( )x a
f x f a
DIRECT SUBSTITUTION PROPERTY
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Functions with the Direct Substitution Property are called ‘continuous at a’. However, not all limits can be evaluated by direct substitution, as the following examples show.
DIRECT SUBSTITUTION PROPERTY
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Find
Let f(x) = (x2 - 1)/(x - 1) . We can not find the limit by substituting x = 1
because f (1) is not defined. We can not apply the Quotient Law because the
limit of the denominator is 0. Instead, we need to do some preliminary algebra.
2
1
1lim .
1x
x
x
USING THE LIMIT LAWS Example 3
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We factor the numerator as a difference of squares.
The numerator and denominator have a common factor of x - 1.
When we take the limit as x approaches 1, we have and so
2 1 ( 1)( 1)
1 ( 1)
x x x
x x
USING THE LIMIT LAWS Example 3
1x 1 0x
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Therefore, we can cancel the common factor and compute the limit as follows:
2
1
1
1
1lim
1( 1)( 1)
lim( 1)
lim( 1) 1 1 2
x
x
x
x
xx x
x
x
USING THE LIMIT LAWS Example 3
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The limit in the example arose in Section 2.1
when we were trying to find the tangent to the
parabola y = x2 at the point (1, 1).
USING THE LIMIT LAWS Example 3
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In the example, we were able to compute the limit by replacing the given function
f (x) = (x2 - 1)/(x - 1) by a simpler function
with the same limit, g(x) = x + 1.
This is valid because f(x) = g(x) except when x = 1 and, in computing a limit as x approaches 1, we do not consider what happens when x is actually equal to 1.
USING THE LIMIT LAWS Note
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In general, we have the following useful fact.
If f(x) = g(x) when , then ,
provided the limits exist.
x a
lim ( ) lim ( )x a x a
f x g x
USING THE LIMIT LAWS Note
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Find where .
Here, g is defined at x = 1 and . However, the value of a limit as x approaches 1 does
not depend on the value of the function at 1. Since g(x) = x + 1 for , we have
.
1lim ( )x
g x
1 1( )
1
x if xg x
if x
USING THE LIMIT LAWS Example 4
(1)g
1x
1 1lim ( ) lim( 1) 2x x
g x x
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Note that the values of the functions in Examples 3 and 4 are identical except when x = 1.
So, they have the same limit as x approaches 1.
USING THE LIMIT LAWS
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Evaluate
If we define , then, we can not
compute by letting h = 0 since F(0) is undefined.
However, if we simplify F(h) algebraically, we find that:
2
0
(3 ) 9limh
h
h
USING THE LIMIT LAWS Example 5
2(3 ) 9( )
hF h
h
0lim ( )h
F h
2 2(9 6 ) 9 6( ) 6
h h h hF h h
h h
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Recall that we consider only when letting h approach 0.
Thus,
0h
2
0
0
(3 ) 9lim
lim(6 )
6
h
h
h
hh
USING THE LIMIT LAWS Example 5
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Find
We can not apply the Quotient Law immediately, since the limit of the denominator is 0.
Here, the preliminary algebra consists of rationalizing the numerator.
2
20
9 3lim .t
t
t
USING THE LIMIT LAWS Example 6
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2 2 2
2 2 20 0
2 2
2 2 2 20 0
20
2
0
9 3 9 3 9 3lim lim
9 3
( 9) 9lim lim
( 9 3) ( 9 3)
1lim
9 31 1 1
3 3 6lim( 9) 3
t t
t t
t
t
t t t
t t t
t t
t t t t
t
t
USING THE LIMIT LAWS Example 6
Thus,
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Some limits are best calculated by first finding the left- and right-hand limits. The following theorem states that a two-sided limit exists if and only if both the one-sided limits exist and are equal.
When computing one-sided limits, we use the fact that the Limit Laws also hold for one-sided limits.
USING THE LIMIT LAWS
lim ( ) if and only if lim ( ) lim ( )x a x a x a
f x L f x L f x
Theorem 1
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Show that
Recall that:
Since |x| = x for x > 0 , we have:
Since |x| = -x for x < 0, we have:
Therefore, by Theorem 1, .
0lim 0.x
x
USING THE LIMIT LAWS Example 7
0
0
x if xx
x if x
0 0lim lim 0x x
x x
0 0lim lim( ) 0x x
x x
0lim 0x
x
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The result looks plausible from the figure.
USING THE LIMIT LAWS Example 7
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Prove that the following limit does not exist.
Since the right- and left-hand limits are different, it follows from Theorem 1 that does not exist.
USING THE LIMIT LAWS Example 8
0limx
x
x
0 0 0
0 0 0
lim lim lim 1 1
lim lim lim( 1) 1
x x x
x x x
x x
x xx x
x x
0limx
x
x
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The graph of the function is shown in the figure.
It supports the one-sided limits that we found.
USING THE LIMIT LAWS Example 8
( ) | | /f x x x
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If determine whether
exists.
Since for x > 4, we have:
Since f(x) = 8 - 2x for x < 4, we have:
4 4( )
8 2 4
x if xf x
x if x
4lim ( )x
f x
USING THE LIMIT LAWS Example 9
( ) 4f x x
4 4lim ( ) lim 4
4 4 0
x xf x x
4 4lim ( ) lim(8 2 )
8 2 4 0x x
f x x
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The right- and left-hand limits are equal. Thus, the limit exists and
The graph of f is shown in the figure.
4lim ( ) 0x
f x
USING THE LIMIT LAWS Example 9
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The next two theorems give two additional properties of limits.
USING THE LIMIT LAWS
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If when x is near a, except possibly at a, and the limits of f and g both exist as x approaches a, then
( ) ( )f x g x
lim ( ) lim ( )x a x a
f x g x
USING THE LIMIT LAWS Theorem 2
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The Squeeze Theorem: if when x is near, except possibly at a, and
then
( ) ( ) ( )f x g x h x
lim ( ) lim ( )x a x a
f x h x L
lim ( )x a
g x L
USING THE LIMIT LAWS Theorem 3
The Squeeze Theorem is sometimes called the Sandwich Theorem or the Pinching Theorem.
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The theorem is illustrated by the figure.
It states that, if g(x) is squeezed between f(x) and h(x) near a and if f and h have the same limit L at a, then g is forced to have the same limit L at a.
THE SQUEEZE THEOREM
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Show that
Note that we cannot use
This is because does not exist.
2
0
1lim sin 0.x
xx
USING THE LIMIT LAWS Example 11
2 2
0 0 0
1 1lim sin lim limsinx x x
x xx x
0limsin(1/ )x
x
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However, since , we have:
This is illustrated by the figure.
11 sin 1
x
2 2 21sinx x x
x
USING THE LIMIT LAWS Example 11
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We know that: and
Taking f (x) = – x2, , and h(x) = x2 in the Squeeze Theorem, we obtain:
2 2
0 0lim 0 lim( ) 0x x
x x
2( ) sin 1g x x x
2
0
1lim sin 0x
xx
USING THE LIMIT LAWS Example 11
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Show that:
To prove this result we need the following figure:
0
sinlim 1x
x
x
USING THE LIMIT LAWS Example 12