The first two limit laws were stated in (Figure) and we repeat them here. These basic results, together with the other limit laws, allow us to evaluate limits of many algebraic functions.
For any real number [latex]a[/latex] and any constant [latex]c[/latex],
[latex]\underset<\lim>x=a[/latex] [latex]\underset<\lim>c=c[/latex]Evaluate each of the following limits using (Figure).
We now take a look at the limit laws, the individual properties of limits. The proofs that these laws hold are omitted here.
Let [latex]f(x)[/latex] and [latex]g(x)[/latex] be defined for all [latex]x\ne a[/latex] over some open interval containing [latex]a[/latex]. Assume that [latex]L[/latex] and [latex]M[/latex] are real numbers such that [latex]\underset<\lim>f(x)=L[/latex] and [latex]\underset<\lim>g(x)=M[/latex]. Let [latex]c[/latex] be a constant. Then, each of the following statements holds:
Sum law for limits: [latex]\underset<\lim>(f(x)+g(x))=\underset<\lim>f(x)+\underset<\lim>g(x)=L+M[/latex]
Difference law for limits: [latex]\underset<\lim>(f(x)-g(x))=\underset<\lim>f(x)-\underset<\lim>g(x)=L-M[/latex]
Constant multiple law for limits: [latex]\underset<\lim>cf(x)=c \cdot \underset<\lim>f(x)=cL[/latex]
Product law for limits: [latex]\underset<\lim>(f(x) \cdot g(x))=\underset<\lim>f(x) \cdot \underset<\lim>g(x)=L \cdot M[/latex]
Power law for limits: [latex]\underset<\lim>(f(x))^n=(\underset<\lim>f(x))^n=L^n[/latex] for every positive integer [latex]n[/latex].
Root law for limits: [latex]\underset<\lim>\sqrt[n]=\sqrt[n]<\underset<\lim>f(x)>=\sqrt[n][/latex] for all [latex]L[/latex] if [latex]n[/latex] is odd and for [latex]L\ge 0[/latex] if [latex]n[/latex] is even.
We now practice applying these limit laws to evaluate a limit.
Use the limit laws to evaluate [latex]\underset<\lim>(4x+2)[/latex].
Show SolutionLet’s apply the limit laws one step at a time to be sure we understand how they work. We need to keep in mind the requirement that, at each application of a limit law, the new limits must exist for the limit law to be applied.
Use the limit laws to evaluate [latex]\underset<\lim>\frac[/latex].
Show SolutionTo find this limit, we need to apply the limit laws several times. Again, we need to keep in mind that as we rewrite the limit in terms of other limits, each new limit must exist for the limit law to be applied.
Use the limit laws to evaluate [latex]\underset<\lim>(2x-1)\sqrt[/latex]. In each step, indicate the limit law applied.
Show SolutionBegin by applying the product law.
By now you have probably noticed that, in each of the previous examples, it has been the case that [latex]\underset<\lim>f(x)=f(a)[/latex]. This is not always true, but it does hold for all polynomials for any choice of [latex]a[/latex] and for all rational functions at all values of [latex]a[/latex] for which the rational function is defined.
Let [latex]p(x)[/latex] and [latex]q(x)[/latex] be polynomial functions. Let [latex]a[/latex] be a real number. Then,
[latex]\underset<\lim>p(x)=p(a)[/latex] [latex]\underset<\lim>\frac=\frac \, \text \, q(a)\ne 0[/latex].To see that this theorem holds, consider the polynomial [latex]p(x)=c_nx^n+c_x^+\cdots +c_1x+c_0[/latex]. By applying the sum, constant multiple, and power laws, we end up with
It now follows from the quotient law that if [latex]p(x)[/latex] and [latex]q(x)[/latex] are polynomials for which [latex]q(a)\ne 0[/latex], then
[latex]\underset<\lim>\frac=\frac[/latex].(Figure) applies this result.
Since 3 is in the domain of the rational function [latex]f(x)=\frac[/latex], we can calculate the limit by substituting 3 for [latex]x[/latex] into the function. Thus,
[latex]\underset<\lim>\frac=\frac[/latex]. Show SolutionAs we have seen, we may evaluate easily the limits of polynomials and limits of some (but not all) rational functions by direct substitution. However, as we saw in the introductory section on limits, it is certainly possible for [latex]\underset<\lim>f(x)[/latex] to exist when [latex]f(a)[/latex] is undefined. The following observation allows us to evaluate many limits of this type:
If for all [latex]x\ne a, \, f(x)=g(x)[/latex] over some open interval containing [latex]a[/latex], then [latex]\underset<\lim>f(x)=\underset<\lim>g(x)[/latex].
To understand this idea better, consider the limit [latex]\underset<\lim>\frac[/latex].
[latex]\beginand the function [latex]g(x)=x+1[/latex] are identical for all values of [latex]x\ne 1.[/latex] The graphs of these two functions are shown in (Figure).
Figure 1. The graphs of [latex]f(x)[/latex] and [latex]g(x)[/latex] are identical for all [latex]x\ne 1[/latex]. Their limits at 1 are equal.
The limit has the form [latex]\underset<\lim>\frac[/latex], where [latex]\underset<\lim>f(x)=0[/latex] and [latex]\underset<\lim>g(x)=0[/latex]. (In this case, we say that [latex]f(x)/g(x)[/latex] has the indeterminate form 0/0.) The following Problem-Solving Strategy provides a general outline for evaluating limits of this type.
The next examples demonstrate the use of this Problem-Solving Strategy. (Figure) illustrates the factor-and-cancel technique; (Figure) shows multiplying by a conjugate. In (Figure), we look at simplifying a complex fraction.
Step 1. The function [latex]f(x)=\frac[/latex] is undefined for [latex]x=3[/latex]. In fact, if we substitute 3 into the function we get 0/0, which is undefined. Factoring and canceling is a good strategy:
[latex]\underset<\lim>\frac=\underset<\lim>\frac[/latex]Step 2. For all [latex]x\ne 3, \, \frac=\frac[/latex]. Therefore,
[latex]\underset<\lim>\frac=\underset<\lim>\frac[/latex].Step 3. Evaluate using the limit laws:
[latex]\underset<\lim>\frac=\frac[/latex]. Show SolutionFollow the steps in the Problem-Solving Strategy and (Figure).
Step 1.[latex]\frac-1>[/latex] has the form 0/0 at −1. Let’s begin by multiplying by [latex]\sqrt+1[/latex], the conjugate of [latex]\sqrt-1[/latex], on the numerator and denominator:
[latex]\underset<\lim>\frac-1>=\underset<\lim>\frac-1>\cdot \frac+1>+1>[/latex].Step 2. We then multiply out the numerator. We don’t multiply out the denominator because we are hoping that the [latex](x+1)[/latex] in the denominator cancels out in the end:
[latex]=\underset<\lim>\frac<(x+1)(\sqrtStep 3. Then we cancel:
[latex]=\underset<\lim>\frac+1>[/latex].Step 4. Last, we apply the limit laws:
[latex]\underset<\lim>\frac+1>=\frac[/latex]. Show SolutionFollow the steps in the Problem-Solving Strategy and (Figure).
Step 1. [latex]\frac-\frac>[/latex] has the form 0/0 at 1. We simplify the algebraic fraction by multiplying by [latex]2(x+1)/2(x+1)[/latex]:
[latex]\underset<\lim>\frac-\frac>=\underset<\lim>\frac-\frac> \cdot \frac[/latex].Step 2. Next, we multiply through the numerators. Do not multiply the denominators because we want to be able to cancel the factor [latex](x-1)[/latex]:
[latex]=\underset<\lim>\frac[/latex].Step 3. Then, we simplify the numerator:
[latex]=\underset<\lim>\frac[/latex].Step 4. Now we factor out −1 from the numerator:
[latex]=\underset<\lim>\frac[/latex].Step 5. Then, we cancel the common factors of [latex](x-1)[/latex]:
[latex]=\underset<\lim>\frac[/latex].Step 6. Last, we evaluate using the limit laws:
[latex]\underset<\lim>\frac=-\frac[/latex]. Show SolutionFollow the steps in the Problem-Solving Strategy and (Figure).
(Figure) does not fall neatly into any of the patterns established in the previous examples. However, with a little creativity, we can still use these same techniques.
Both [latex]1/x[/latex] and [latex]5/x(x-5)[/latex] fail to have a limit at zero. Since neither of the two functions has a limit at zero, we cannot apply the sum law for limits; we must use a different strategy. In this case, we find the limit by performing addition and then applying one of our previous strategies. Observe that
[latex]\beginUse the same technique as (Figure). Don’t forget to factor [latex]x^2-2x-3[/latex] before getting a common denominator.
Let’s now revisit one-sided limits. Simple modifications in the limit laws allow us to apply them to one-sided limits. For example, to apply the limit laws to a limit of the form [latex]\underset<\lim>h(x)[/latex], we require the function [latex]h(x)[/latex] to be defined over an open interval of the form [latex](b,a)[/latex]; for a limit of the form [latex]\underset<\lim>h(x)[/latex], we require the function [latex]h(x)[/latex] to be defined over an open interval of the form [latex](a,c)[/latex]. (Figure) illustrates this point.
Evaluate each of the following limits, if possible.
Show Solution(Figure) illustrates the function [latex]f(x)=\sqrt[/latex] and aids in our understanding of these limits.
Figure 2. The graph shows the function [latex]f(x)=\sqrt[/latex].
In (Figure) we look at one-sided limits of a piecewise-defined function and use these limits to draw a conclusion about a two-sided limit of the same function.
For [latex]f(x)=\begin 4x-3 & \text \, x <2 \\ (x-3)^2 & \text\, x \ge 2 \end[/latex] evaluate each of the following limits:
(Figure) illustrates the function [latex]f(x)[/latex] and aids in our understanding of these limits.
Figure 3. This graph shows the function [latex]f(x)[/latex].
Graph [latex]f(x)=\begin -x-2 & \text \, x <-1 \\ 2 & \text\, x = -1 \\ x^3 & \text \, x > -1 \end[/latex] and evaluate [latex]\underset<\lim>f(x)[/latex].
Show Solution
[latex]\underset<\lim>f(x)=-1[/latex]
Use the method in (Figure) to evaluate the limit.
We now turn our attention to evaluating a limit of the form [latex]\underset<\lim>\large \frac[/latex], where [latex]\underset<\lim>f(x)=K[/latex], where [latex]K\ne 0[/latex] and [latex]\underset<\lim>g(x)=0[/latex]. That is, [latex]f(x)/g(x)[/latex] has the form [latex]K/0, \, K\ne 0[/latex] at [latex]a[/latex].
Step 1. After substituting in [latex]x=2[/latex], we see that this limit has the form [latex]-1/0[/latex]. That is, as [latex]x[/latex] approaches 2 from the left, the numerator approaches −1 and the denominator approaches 0. Consequently, the magnitude of [latex]\frac[/latex] becomes infinite. To get a better idea of what the limit is, we need to factor the denominator:
[latex]\underset<\lim>\frac=\underset<\lim>\frac[/latex].Step 2. Since [latex]x-2[/latex] is the only part of the denominator that is zero when 2 is substituted, we then separate [latex]1/(x-2)[/latex] from the rest of the function:
[latex]=\underset<\lim>\frac \cdot \frac[/latex].Step 3.[latex]\underset<\lim>\frac=-\frac[/latex] and [latex]\underset<\lim>\frac=−\infty[/latex]. Therefore, the product of [latex](x-3)/x[/latex] and [latex]1/(x-2)[/latex] has a limit of [latex]+\infty[/latex]:
[latex]\underset<\lim>\frac=+\infty[/latex]. Show SolutionUse the methods from (Figure).
The techniques we have developed thus far work very well for algebraic functions, but we are still unable to evaluate limits of very basic trigonometric functions. The next theorem, called the squeeze theorem, proves very useful for establishing basic trigonometric limits. This theorem allows us to calculate limits by “squeezing” a function, with a limit at a point [latex]a[/latex] that is unknown, between two functions having a common known limit at [latex]a[/latex]. (Figure) illustrates this idea.
Figure 4. The Squeeze Theorem applies when [latex]f(x)\le g(x)\le h(x)[/latex] and [latex]\underset<\lim>f(x)=\underset<\lim>h(x)[/latex].
Let [latex]f(x), \, g(x)[/latex], and [latex]h(x)[/latex] be defined for all [latex]x\ne a[/latex] over an open interval containing [latex]a[/latex]. If
[latex]f(x)\le g(x)\le h(x)[/latex]for all [latex]x\ne a[/latex] in an open interval containing [latex]a[/latex] and
[latex]\underset<\lim>f(x)=L=\underset<\lim>h(x)[/latex]where [latex]L[/latex] is a real number, then [latex]\underset<\lim>g(x)=L[/latex].
Apply the Squeeze Theorem to evaluate [latex]\underset<\lim>x \cos x[/latex].
Show SolutionBecause [latex]-1\le \cos x\le 1[/latex] for all [latex]x[/latex], we have [latex]-x\le x \cos x\le x[/latex] for [latex]x\ge 0[/latex] and [latex]-x\ge xcosx\ge x[/latex] for [latex]x\le 0[/latex] (if [latex]x[/latex] is negative the direction of the inequalities changes when we multiply). Since [latex]\underset<\lim>(-x)=0=\underset<\lim>x[/latex], from the Squeeze Theorem we obtain [latex]\underset<\lim>x \cos x=0[/latex]. The graphs of [latex]f(x)=-x, \, g(x)=x \cos x[/latex], and [latex]h(x)=x[/latex] are shown in (Figure).
Figure 5. The graphs of [latex]f(x), \, g(x)[/latex], and [latex]h(x)[/latex] are shown around the point [latex]x=0[/latex].
Use the Squeeze Theorem to evaluate [latex]\underset<\lim>x^2 \sin \frac[/latex].
Show SolutionUse the fact that [latex]-x^2\le x^2 \sin (1/x)\le x^2[/latex] to help you find two functions such that [latex]x^2 \sin (1/x)[/latex] is squeezed between them.
We now use the Squeeze Theorem to tackle several very important limits. Although this discussion is somewhat lengthy, these limits prove invaluable for the development of the material in both the next section and the next chapter. The first of these limits is [latex]\underset <\lim>\sin \theta[/latex]. Consider the unit circle shown in (Figure). In the figure, we see that [latex] \sin \theta [/latex] is the [latex]y[/latex]-coordinate on the unit circle and it corresponds to the line segment shown in blue. The radian measure of angle θ is the length of the arc it subtends on the unit circle. Therefore, we see that for [latex]0, \, 0 < \sin \theta < \theta[/latex].
Figure 6. The sine function is shown as a line on the unit circle.
Because [latex]\underset<\lim>0=0[/latex] and [latex]\underset<\lim>\theta =0[/latex], by using the Squeeze Theorem we conclude that
[latex]\underset <\lim>\sin \theta =0[/latex].\theta>To see that [latex]\underset <\lim>\sin \theta =0[/latex] as well, observe that for [latex]-\frac<\pi > < \theta [/latex] and hence, [latex]0 < \sin(-\theta) < −\theta[/latex]. Consequently, [latex]0 < -\sin \theta < −\theta[/latex] It follows that [latex]0 >\sin \theta > \theta[/latex]. An application of the Squeeze Theorem produces the desired limit. Thus, since [latex]\underset <\lim>\sin \theta =0[/latex] and [latex]\underset <\lim>\sin \theta =0[/latex],
[latex]\underset <\lim>\sin \theta =0[/latex].\theta>Next, using the identity [latex] \cos \theta =\sqrt[/latex] for [latex]-\frac<\pi>[/latex], we see that
[latex]\underset <\lim>\cos \theta =\underset<\lim>\sqrt=1[/latex].\theta>We now take a look at a limit that plays an important role in later chapters—namely, [latex]\underset<\lim>\frac[/latex]. To evaluate this limit, we use the unit circle in (Figure). Notice that this figure adds one additional triangle to (Figure). We see that the length of the side opposite angle [latex]\theta[/latex] in this new triangle is [latex]\tan \theta[/latex]. Thus, we see that for [latex]0 < \theta < \frac<\pi>, \, \sin \theta < \theta < \tan \theta[/latex].
Figure 7. The sine and tangent functions are shown as lines on the unit circle.
By dividing by [latex]\sin \theta [/latex] in all parts of the inequality, we obtain
[latex]1 < \frac < \frac[/latex].\theta>Equivalently, we have
[latex]1 > \frac > \cos \theta[/latex].\sin>Since [latex]\underset<\lim>1=1=\underset<\lim>\cos \theta[/latex], we conclude that [latex]\underset<\lim>\frac=1[/latex]. By applying a manipulation similar to that used in demonstrating that [latex]\underset<\lim>\sin \theta =0[/latex], we can show that [latex]\underset<\lim>\frac=1[/latex]. Thus,
[latex]\underset<\lim>\frac=1[/latex].\theta>In (Figure) we use this limit to establish [latex]\underset<\lim>\frac=0[/latex]. This limit also proves useful in later chapters.
In the first step, we multiply by the conjugate so that we can use a trigonometric identity to convert the cosine in the numerator to a sine:
[latex]\underset<\lim>\frac=0[/latex].\theta> Show SolutionMultiply numerator and denominator by [latex]1+ \cos \theta[/latex].
Some of the geometric formulas we take for granted today were first derived by methods that anticipate some of the methods of calculus. The Greek mathematician Archimedes (ca. 287−212 BCE) was particularly inventive, using polygons inscribed within circles to approximate the area of the circle as the number of sides of the polygon increased. He never came up with the idea of a limit, but we can use this idea to see what his geometric constructions could have predicted about the limit.
We can estimate the area of a circle by computing the area of an inscribed regular polygon. Think of the regular polygon as being made up of [latex]n[/latex] triangles. By taking the limit as the vertex angle of these triangles goes to zero, you can obtain the area of the circle. To see this, carry out the following steps:
Figure 8.
The technique of estimating areas of regions by using polygons is revisited in Introduction to Integration.
In the following exercises, use the limit laws to evaluate each limit. Justify each step by indicating the appropriate limit law(s).
1. [latex]\underset<\lim>(4x^2-2x+3)[/latex]
Show SolutionUse constant multiple law and difference law: [latex]\underset<\lim>(4x^2-2x+3)=4\underset<\lim>x^2-2\underset<\lim>x+\underset<\lim>3=3[/latex]