Loading [MathJax]/jax/element/mml/optable/BasicLatin.js

Precalculus · Precalculus

Finding Limits: Numerical and Graphical Approaches

In this section, you will:

  • Understand limit notation.
  • Find a limit using a graph.
  • Find a limit using a table.

Intuitively, we know what a limit is. A car can go only so fast and no faster. A trash can might hold 33 gallons and no more. It is natural for measured amounts to have limits. What, for instance, is the limit to the height of a woman? The tallest woman on record was Jinlian Zeng from China, who was 8 ft 1 in.1 Is this the limit of the height to which women can grow? Perhaps not, but there is likely a limit that we might describe in inches if we were able to determine what it was.

To put it mathematically, the function whose input is a woman and whose output is a measured height in inches has a limit. In this section, we will examine numerical and graphical approaches to identifying limits.

Understanding Limit Notation

We have seen how a sequence can have a limit, a value that the sequence of terms moves toward as the nu mber of terms increases. For example, the terms of the sequence

1,12,14,18...

gets closer and closer to 0. A sequence is one type of function, but functions that are not sequences can also have limits. We can describe the behavior of the function as the input values get close to a specific value. If the limit of a functionf(x)=L,

then as the inputx

gets closer and closer toa,

the output y-coordinate gets closer and closer toL.

We say that the output “approaches”L.

[link] provides a visual representation of the mathematical concept of limit. As the input valuex

approachesa,

the output valuef(x)

approachesL.

Graph representing how a function with a hole at (a, L) approaches a limit.
The output (y--coordinate) approaches  L  as the input (x-coordinate) approaches  a.

We write the equation of a limit as

limxaf(x)=L.

This notation indicates that asx

approachesa

both from the left ofx=a

and the right ofx=a,

the output value approachesL.

Consider the function

f(x)=x26x7x7.

We can factor the function as shown.

f(x)=(x7)(x+1)x7 Cancel like factors in numerator and denominator.f(x)=x+1,x7Simplify.

Notice thatx

cannot be 7, or we would be dividing by 0, so 7 is not in the domain of the original function. In order to avoid changing the function when we simplify, we set the same condition,x7,

for the simplified function. We can represent the function graphically as shown in [link].

Graph of an increasing function, f(x) = (x^2-6x-7)/(x-7), with a hole at (7, 8).
Because 7 is not allowed as an input, there is no point at  x=7.

What happens atx=7

is completely different from what happens at points close tox=7

on either side. The notation

limx7f(x)=8

indicates that as the inputx

approaches 7 from either the left or the right, the output approaches 8. The output can get as close to 8 as we like if the input is sufficiently near 7.

What happens atx=7?

Whenx=7,

there is no corresponding output. We write this as

f(7) does not exist.

This notation indicates that 7 is not in the domain of the function. We had already indicated this when we wrote the function as

f(x)=x+1,  x7.

Notice that the limit of a function can exist even whenf(x)

is not defined atx=a.

Much of our subsequent work will be determining limits of functions asx

nearsa,

even though the output atx=a

does not exist.

The Limit of a Function

A quantityL

is the limit of a functionf(x)

asx

approachesa

if, as the input values ofx

approacha

(but do not equala),

the corresponding output values off(x)

get closer toL.

Note that the value of the limit is not affected by the output value off(x)

ata.

Botha

andL

must be real numbers. We write it as

limxaf(x)=L
Understanding the Limit of a Function

For the following limit, definea,f(x),

andL.

limx2(3x+5)=11

First, we recognize the notation of a limit. If the limit exists, asx

approachesa,

we write

limxaf(x)=L.

We are given

limx2(3x+5)=11.

This means thata=2,f(x)=3x+5, and L=11.

Analysis

Recall thaty=3x+5

is a line with no breaks. As the input values approach 2, the output values will get close to 11. This may be phrased with the equationlimx2(3x+5)=11,

which means that asx

nears 2 (but is not exactly 2), the output of the functionf(x)=3x+5

gets as close as we want to3(2)+5,

or 11, which is the limitL,

as we take values ofx

sufficiently near 2 but not atx=2.

For the following limit, definea,f(x),

andL.

limx5(2x24)=46
a=5, f(x)=2x24,

andL=46.

Understanding Left-Hand Limits and Right-Hand Limits

We can approach the input of a function from either side of a value—from the left or the right. [link] shows the values of

f(x)=x+1,x7

as described earlier and depicted in [link].

Table showing that f(x) approaches 8 from either side as x approaches 7 from either side.

Values described as “from the left” are less than the input value 7 and would therefore appear to the left of the value on a number line. The input values that approach 7 from the left in [link] are6.9,

6.99,

and6.999.

The corresponding outputs are7.9,7.99,

and7.999.

These values are getting closer to 8. The limit of values off(x)

asx

approaches from the left is known as the left-hand limit. For this function, 8 is the left-hand limit of the functionf(x)=x+1,x7

asx

approaches 7.

Values described as “from the right” are greater than the input value 7 and would therefore appear to the right of the value on a number line. The input values that approach 7 from the right in [link] are7.1,

7.01,

and7.001.

The corresponding outputs are8.1,

8.01,

and8.001.

These values are getting closer to 8. The limit of values off(x)

asx

approaches from the right is known as the right-hand limit. For this function, 8 is also the right-hand limit of the functionf(x)=x+1,x7

as x

approaches 7.

[link] shows that we can get the output of the function within a distance of 0.1 from 8 by using an input within a distance of 0.1 from 7. In other words, we need an inputx

within the interval6.9<x<7.1

to produce an output value off(x)

within the interval7.9<f(x)<8.1.

We also see that we can get output values off(x)

successively closer to 8 by selecting input values closer to 7. In fact, we can obtain output values within any specified interval if we choose appropriate input values.

[link] provides a visual representation of the left- and right-hand limits of the function. From the graph off(x),

we observe the output can get infinitesimally close toL=8

asx

approaches 7 from the left and asx

approaches 7 from the right.

To indicate the left-hand limit, we write

limx7f(x)=8.

To indicate the right-hand limit, we write

limx7+f(x)=8.

Graph of the previous function explaining the function's limit at (7, 8)
The left- and right-hand limits are the same for this function.

Left- and Right-Hand Limits

The left-hand limit of a functionf(x)

asx

approachesa

from the left is equal toL,

denoted by

limxaf(x)=L.

The values off(x)

can get as close to the limitL

as we like by taking values ofx

sufficiently close toa

such thatx<a

andxa.

The right-hand limit of a functionf(x),

asx

approachesa

from the right, is equal toL,

denoted by

limxa+f(x)=L.

The values off(x)

can get as close to the limitL

as we like by taking values ofx

sufficiently close toa

but greater thana.

Botha

andL

are real numbers.

Understanding Two-Sided Limits

In the previous example, the left-hand limit and right-hand limit asx

approachesa

are equal. If the left- and right-hand limits are equal, we say that the functionf(x)

has a two-sided limit asx

approachesa.

More commonly, we simply refer to a two-sided limit as a limit. If the left-hand limit does not equal the right-hand limit, or if one of them does not exist, we say the limit does not exist.

The Two-Sided Limit of Function as *x* Approaches *a*

The limit of a functionf(x),

asx

approachesa,

is equal toL,

that is,

limxaf(x)=L

if and only if

limxaf(x)=limxa+f(x).

In other words, the left-hand limit of a functionf(x)

asx

approachesa

is equal to the right-hand limit of the same function asx

approachesa.

If such a limit exists, we refer to the limit as a two-sided limit. Otherwise we say the limit does not exist.

Finding a Limit Using a Graph

To visually determine if a limit exists asx

approachesa,

we observe the graph of the function whenx

is very near tox=a.

In [link] we observe the behavior of the graph on both sides ofa.

Graph of a function that explains the behavior of a limit at (a, L) where the function is increasing when x is less than a and decreasing when x is greater than a.

To determine if a left-hand limit exists, we observe the branch of the graph to the left ofx=a,

but nearx=a.

This is wherex<a.

We see that the outputs are getting close to some real numberL

so there is a left-hand limit.

To determine if a right-hand limit exists, observe the branch of the graph to the right ofx=a,

but nearx=a.

This is wherex>a.

We see that the outputs are getting close to some real numberL,

so there is a right-hand limit.

If the left-hand limit and the right-hand limit are the same, as they are in [link], then we know that the function has a two-sided limit. Normally, when we refer to a “limit,” we mean a two-sided limit, unless we call it a one-sided limit.

Finally, we can look for an output value for the functionf(x)

when the input valuex

is equal toa.

The coordinate pair of the point would be(a,f(a)).

If such a point exists, thenf(a)

has a value. If the point does not exist, as in [link], then we say thatf(a)

does not exist.

Given a function

f( x ),

</math>use a graph to find the limits and a function value as

x

</math>approaches

a.

</math></strong>

  1. Examine the graph to determine whether a left-hand limit exists.
  2. Examine the graph to determine whether a right-hand limit exists.
  3. If the two one-sided limits exist and are equal, then there is a two-sided limit—what we normally call a “limit.”
  4. If there is a point at x=a,

    then

    f(a)

    is the corresponding function value.

Finding a Limit Using a Graph
  1. Determine the following limits and function value for the function f

    shown in [link].

    1. limx2f(x)
    2. limx2+f(x)
    3. limx2f(x)
    4. f(2)

    Graph of a piecewise function that has a positive parabola centered at the origin and goes from negative infinity to (2, 8), an open point, and a decreasing line from (2, 3), a closed point, to positive infinity on the x-axis.

  2. Determine the following limits and function value for the function f

    shown in [link].

    1. limx2f(x)
    2. limx2+f(x)
    3. limx2f(x)
    4. f(2)

    Graph of a piecewise function that has a positive parabola from negative infinity to 2 on the x-axis, a decreasing line from 2 to positive infinity on the x-axis, and a point at (2, 4).

  1. Looking at [link]:
    1. limx2f(x)=8;

      when

      x<2,

      but infinitesimally close to 2, the output values get close to

      y=8.
    2. limx2+f(x)=3;

      when

      x>2,

      but infinitesimally close to 2, the output values approach

      y=3.
    3. limx2f(x)

      does not exist because

      limx2f(x)limx2+f(x);

      the left and right-hand limits are not equal.

    4. f(2)=3

      because the graph of the function

      f

      passes through the point

      (2,f(2))

      or

      (2,3).
  2. Looking at [link]:
    1. limx2f(x)=8;

      when

      x<2

      but infinitesimally close to 2, the output values approach

      y=8.
    2. limx2+f(x)=8;

      when

      x>2

      but infinitesimally close to 2, the output values approach

      y=8.
    3. limx2f(x)=8

      because

      limx2f(x)=limx2+f(x)=8;

      the left and right-hand limits are equal.

    4. f(2)=4

      because the graph of the function

      f

      passes through the point

      (2,f(2))

      or

      (2,4).

Using the graph of the functiony=f(x)

shown in [link], estimate the following limits.

Graph of a piecewise function that has three segments: 1) negative infinity to 0, 2) 0 to 2, and 3) 2 to positive inifnity, which has a discontinuity at (4, 4)

a. 0; b. 2; c. does not exist; d.2;

e. 0; f. does not exist; g. 4; h. 4; i. 4

Finding a Limit Using a Table

Creating a table is a way to determine limits using numeric information. We create a table of values in which the input values ofx

approacha

from both sides. Then we determine if the output values get closer and closer to some real value, the limitL.

Let’s consider an example using the following function:

limx5(x3125x5)

To create the table, we evaluate the function at values close tox=5.

We use some input values less than 5 and some values greater than 5 as in [link]. The table values show that whenx>5

but nearing 5, the corresponding output gets close to 75. Whenx>5

but nearing 5, the corresponding output also gets close to 75.

Table shows that as x values approach 5 from the positive or negative direction, f(x) gets very close to 75. But when x is equal to 5, y is undefined.

Because

limx5f(x)=75=limx5+f(x),

then

limx5f(x)=75.

Remember thatf(5)

does not exist.

Given a functionf,

use a table to find the limit asx

approachesa

and the value off(a),

if it exists.

  1. Choose several input values that approach a

    from both the left and right. Record them in a table.

  2. Evaluate the function at each input value. Record them in the table.
  3. Determine if the table values indicate a left-hand limit and a right-hand limit.
  4. If the left-hand and right-hand limits exist and are equal, there is a two-sided limit.
  5. Replace x

    with

    a

    to find the value of

    f(a).
Finding a Limit Using a Table

Numerically estimate the limit of the following expression by setting up a table of values on both sides of the limit.

limx0(5sin(x)3x)

We can estimate the value of a limit, if it exists, by evaluating the function at values nearx=0.

We cannot find a function value forx=0

directly because the result would have a denominator equal to 0, and thus would be undefined.

f(x)=5sin(x)3x

We create [link] by choosing several input values close tox=0,

with half of them less thanx=0

and half of them greater thanx=0.

Note that we need to be sure we are using radian mode. We evaluate the function at each input value to complete the table.

The table values indicate that whenx<0

but approaching 0, the corresponding output nears53.

Whenx>0

but approaching 0, the corresponding output also nears53.

Table shows that as x values approach 0 from the positive or negative direction, f(x) gets very close to 5 over 3. But when x is equal to 0, y is undefined.

Because

limx0f(x)=53=limx0+f(x),

then

limx0f(x)=53.

Is it possible to check our answer using a graphing utility?

Yes. We previously used a table to find a limit of 75 for the function

f(x)= x 3 125 x5

</math>as

x

</math>approaches 5. To check, we graph the function on a viewing window as shown in [link]. A graphical check shows both branches of the graph of the function get close to the output 75 as

x

</math>nears 5. Furthermore, we can use the ‘trace’ feature of a graphing calculator. By appraoching

x=5

</math>we may numerically observe the corresponding outputs getting close to

75.

</math></em>

Graph of an increasing function with a discontinuity at (5, 75)

Numerically estimate the limit of the following function by making a table:

limx0(20sin(x)4x)
limx0(20sin(x)4x)=5

Table showing that f(x) approaches 5 from either side as x approaches 0 from either side.

Is one method for determining a limit better than the other?

No. Both methods have advantages. Graphing allows for quick inspection. Tables can be used when graphical utilities aren’t available, and they can be calculated to a higher precision than could be seen with an unaided eye inspecting a graph.

Using a Graphing Utility to Determine a Limit

With the use of a graphing utility, if possible, determine the left- and right-hand limits of the following function asx

approaches 0. If the function has a limit asx

approaches 0, state it. If not, discuss why there is no limit.

f(x)=3sin(πx)

We can use a graphing utility to investigate the behavior of the graph close tox=0.

Centering aroundx=0,

we choose two viewing windows such that the second one is zoomed in closer tox=0

than the first one. The result would resemble [link] for[2,2]

by[3,3].

Graph of a sinusodial function zoomed in at [-2, 2] by [-3, 3].

The result would resemble [link] for[−0.1,0.1]

by[−3,3].

Graph of the same sinusodial function as in the previous image zoomed in at [-0.1, 0.1] by [-3. 3].
Even closer to zero, we are even less able to distinguish any limits.

The closer we get to 0, the greater the swings in the output values are. That is not the behavior of a function with either a left-hand limit or a right-hand limit. And if there is no left-hand limit or right-hand limit, there certainly is no limit to the functionf(x)

asx

approaches 0.

We write

limx0(3sin(πx)) does not exist.
limx0+(3sin(πx)) does not exist.
limx0(3sin(πx)) does not exist.

Numerically estimate the following limit:limx0(sin(2x)).

does not exist

Access these online resources for additional instruction and practice with finding limits.

Key Concepts

  • A function has a limit if the output values approach some value L

    as the input values approach some quantity

    a.

    See [link].

  • A shorthand notation is used to describe the limit of a function according to the form limxaf(x)=L,

    which indicates that as

    x

    approaches

    a,

    both from the left of

    x=a

    and the right of

    x=a,

    the output value gets close to

    L.
  • A function has a left-hand limit if f(x)

    approaches

    L

    as

    x

    approaches

    a

    where

    x<a.

    A function has a right-hand limit if

    f(x)

    approaches

    L

    as

    x

    approaches

    a

    where

    x>a.
  • A two-sided limit exists if the left-hand limit and the right-hand limit of a function are the same. A function is said to have a limit if it has a two-sided limit.
  • A graph provides a visual method of determining the limit of a function.
  • If the function has a limit as x

    approaches

    a,

    the branches of the graph will approach the same

    y-

    coordinate near

    x=a

    from the left and the right. See [link].

  • A table can be used to determine if a function has a limit. The table should show input values that approach a

    from both directions so that the resulting output values can be evaluated. If the output values approach some number, the function has a limit. See [link].

  • A graphing utility can also be used to find a limit. See [link].

Section Exercises

Verbal

Explain the difference between a value atx=a

and the limit asx

approachesa.

The value of the function, the output, atx=a

isf(a).

When thelimxaf(x)

is taken, the values ofx

get infinitely close toa

but never equala.

As the values ofx

approacha

from the left and right, the limit is the value that the function is approaching.

Explain why we say a function does not have a limit asx

approachesa

if, asx

approachesa,

the left-hand limit is not equal to the right-hand limit.

Graphical

For the following exercises, estimate the functional values and the limits from the graph of the functionf

provided in [link].

A piecewise function with discontinuities at x = -2, x = 1, and x = 4.

limx2f(x)

–4

limx2+f(x)
limx2f(x)

–4

f(−2)
limx1f(x)

2

limx1+f(x)
limx1f(x)

does not exist

f(1)
limx4f(x)

4

limx4+f(x)
limx4f(x)

does not exist

f(4)

For the following exercises, draw the graph of a function from the functional values and limits provided.

limx0f(x)=2,limx0+f(x)=3,limx2f(x)=2,f(0)=4,f(2)=1,f(3) does not exist.

Answers will vary.

limx2f(x)=0,limx2+=2,limx0f(x)=3,f(2)=5,f(0)

Answers will vary.

limx2f(x)=2,limx2+f(x)=3,limx0f(x)=5,f(0)=1,f(1)=0

Answers will vary.

limx3f(x)=0,limx3+f(x)=5,limx5f(x)=0,f(5)=4,f(3) does not exist.

Answers will vary.

limx4f(x)=6,limx6+f(x)=1,limx0f(x)=5,f(4)=6,f(2)=6

Answers will vary.

limx3f(x)=2,limx1+f(x)=2,limx3f(x)=4,f(3)=0,f(0)=0

Answers will vary.

limxπf(x)=π2,limxπf(x)=π2,limx1f(x)=0,f(π)=2,f(0) does not exist.

Answers will vary.

For the following exercises, use a graphing calculator to determine the limit to 5 decimal places asx

approaches 0.

f(x)=(1+x)1x
g(x)=(1+x)2x

7.38906

h(x)=(1+x)3x
i(x)=(1+x)4x

54.59815

j(x)=(1+x)5x

Based on the pattern you observed in the exercises above, make a conjecture as to the limit off(x)=(1+x)6x,

g(x)=(1+x)7x, and h(x)=(1+x)nx.
e6403.428794, e71096.633158, en

For the following exercises, use a graphing utility to find graphical evidence to determine the left- and right-hand limits of the function given asx

approachesa.

If the function has a limit asx

approachesa,

state it. If not, discuss why there is no limit.

(x)={ \| x \|1, if x1 x 3 , if x=1  a=1
(x)={ 1 x+1 , if x=2 (x+1) 2 , if x2  a=2
lim x2 f(x)=1

Numeric

For the following exercises, use numerical evidence to determine whether the limit exists at x=a.

If not, describe the behavior of the graph of the function near x=a.

Round answers to two decimal places.

f(x)= x 2 4x 16 x 2 ;a=4
f(x)= x 2 x6 x 2 9 ;a=3
lim x3 ( x 2 x6 x 2 9 )= 5 6 0.83
f(x)= x 2 6x7 x 2  7x ;a=7
f(x)= x 2 1 x 2 3x+2 ;a=1
lim x1 ( x 2 1 x 2 3x+2 )=2.00
f(x)= 1 x 2 x 2 3x+2 ;a=1
f(x)= 1010 x 2 x 2 3x+2 ;a=1
lim x1 ( 1010 x 2 x 2 3x+2 )=20.00
f(x)= x 6 x 2 5x6 ;a= 3 2
f(x)= x 4 x 2 +4x+1 ;a= 1 2
lim x 1 2 ( x 4 x 2 +4x+1 )

does not exist. Function values decrease without bound as x

approaches –0.5 from either left or right.

f(x)= 2 x4 ; a=4

For the following exercises, use a calculator to estimate the limit by preparing a table of values. If there is no limit, describe the behavior of the function as x

approaches the given value.

lim x0 7tanx 3x
lim x0 7tanx 3x = 7 3

Table shows as the function approaches 0, the value is 7 over 3 but the function is undefined at 0.

lim x4 x 2 x4
![Table shows as the function approaches 4, the value does not exist since approaching the limit value from the left is negative infinity and approaching the limit value from the right is positive infinity.](/precalculus-book/resources/CNX_Precalc_Figure_12_01_203.jpg)
lim x0 2sinx 4tanx
lim x0 2sinx 4tanx = 1 2

Table shows as the function approaches 0, the value is 1 over 2, but the function is undefined at 0.

For the following exercises, use a graphing utility to find numerical or graphical evidence to determine the left and right-hand limits of the function given as x

approaches a.

If the function has a limit as x

approaches a,

state it. If not, discuss why there is no limit.

lim x0 e e 1 x
lim x0 e e   1 x 2
lim x0 e e   1 x 2 =1.0
lim x0 \| x \| x
lim x1 \| x+1 \| x+1
lim x 1 \| x+1 \| x+1 = (x+1) (x+1) =1

and lim x 1 + \| x+1 \| x+1 = (x+1) (x+1) =1;

since the right-hand limit does not equal the left-hand limit, lim x1 \| x+1 \| x+1

does not exist.

lim x5 \| x5 \| 5x
lim x1 1 ( x+1 ) 2
lim x1 1 ( x+1 ) 2

does not exist. The function increases without bound as x

approaches 1

from either side.

lim x1 1 ( x1 ) 3
lim x0 5 1 e 2 x
lim x0 5 1 e 2 x

does not exist. Function values approach 5 from the left and approach 0 from the right.

Use numerical and graphical evidence to compare and contrast the limits of two functions whose formulas appear similar: f(x)=\| 1x x \|

and g(x)=\| 1+x x \|

as x

approaches 0. Use a graphing utility, if possible, to determine the left- and right-hand limits of the functions f( x )

and g( x )

as x

approaches 0. If the functions have a limit as x

approaches 0, state it. If not, discuss why there is no limit.

Extensions

According to the Theory of Relativity, the mass m

of a particle depends on its velocity v

. That is

m= m o 1( v 2 / c 2 )

where m o

is the mass when the particle is at rest and c

is the speed of light. Find the limit of the mass, m,

as v

approaches c .

Through examination of the postulates and an understanding of relativistic physics, as vc,

m.

Take this one step further to the solution,

lim v c m= lim v c m o 1( v 2 / c 2 ) =

Allow the speed of light, c,

to be equal to 1.0. If the mass, m,

is 1, what occurs to m

as vc?

Using the values listed in [link], make a conjecture as to what the mass is as v

approaches 1.00.

v m
0.51.15
0.92.29
0.953.20
0.997.09
0.99922.36
0.99999223.61

Footnotes

  • 1 https://en.wikipedia.org/wiki/Human\_height and http://en.wikipedia.org/wiki/List\_of\_tallest\_people

Glossary

left-hand limit
the limit of values of f( x )

as

x

approaches from

a

the left, denoted

lim x a f(x)=L.

The values of

f(x)

can get as close to the limit

L

as we like by taking values of

x

sufficiently close to

a

such that

x<a

and

xa.

Both

a

and

L

are real numbers.

limit
when it exists, the value, L,

that the output of a function

f( x )

approaches as the input

x

gets closer and closer to

a

but does not equal

a.

The value of the output,

f(x),

can get as close to

L

as we choose to make it by using input values of

x

sufficiently near to

x=a,

but not necessarily at

x=a.

Both

a

and

L

are real numbers, and

L

is denoted

lim xa f(x)=L.
right-hand limit
the limit of values of f( x )

as

x

approaches

a

from the right, denoted

lim x a + f(x)=L.

The values of

f(x)

can get as close to the limit

L

as we like by taking values of

x

sufficiently close to

a

where

x>a,

and

xa.

Both

a

and

L

are real numbers.

two-sided limit
the limit of a function f(x),

as

x

approaches

a,

is equal to

L,

that is,

lim xa f(x)=L

if and only if

lim x a f(x)= lim x a + f(x).

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

You can also download for free at http://cnx.org/contents/fd53eae1-fa23-47c7-bb1b-972349835c3c@8.1

Attribution: