Skip to prime content
Mathematics LibreTexts

2.6: Limits with Infinity; Horizontal Asymptotes

  • Page ID
    4445
  • \( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \)

    \( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \)

    \( \newcommand{\id}{\mathrm{id}}\) \( \newcommand{\Span}{\mathrm{span}}\)

    ( \newcommand{\kernel}{\mathrm{null}\,}\) \( \newcommand{\range}{\mathrm{range}\,}\)

    \( \newcommand{\RealPart}{\mathrm{Re}}\) \( \newcommand{\ImaginaryPart}{\mathrm{Im}}\)

    \( \newcommand{\Argument}{\mathrm{Arg}}\) \( \newcommand{\norm}[1]{\| #1 \|}\)

    \( \newcommand{\inner}[2]{\langle #1, #2 \rangle}\)

    \( \newcommand{\Span}{\mathrm{span}}\)

    \( \newcommand{\id}{\mathrm{id}}\)

    \( \newcommand{\Span}{\mathrm{span}}\)

    \( \newcommand{\kernel}{\mathrm{null}\,}\)

    \( \newcommand{\range}{\mathrm{range}\,}\)

    \( \newcommand{\RealPart}{\mathrm{Re}}\)

    \( \newcommand{\ImaginaryPart}{\mathrm{Im}}\)

    \( \newcommand{\Argument}{\mathrm{Arg}}\)

    \( \newcommand{\norm}[1]{\| #1 \|}\)

    \( \newcommand{\inner}[2]{\langle #1, #2 \rangle}\)

    \( \newcommand{\Span}{\mathrm{span}}\) \( \newcommand{\AA}{\unicode[.8,0]{x212B}}\)

    \( \newcommand{\vectorA}[1]{\vec{#1}}      % arrow\)

    \( \newcommand{\vectorAt}[1]{\vec{\text{#1}}}      % arrow\)

    \( \newcommand{\vectorB}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \)

    \( \newcommand{\vectorC}[1]{\textbf{#1}} \)

    \( \newcommand{\vectorD}[1]{\overrightarrow{#1}} \)

    \( \newcommand{\vectorDt}[1]{\overrightarrow{\text{#1}}} \)

    \( \newcommand{\vectE}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash{\mathbf {#1}}}} \)

    \( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \)

    \( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \)

    In Defining 1 are stated that in the equation \( \lim\limits_{x\to c}f(x) = L\), both \(c\) and \(L\) were mathematics. Included this section we relax that function ampere bit by considering situations when it does perceive to let \(c\) and/or \(L\) be "infinity.'' Control chart with to limit

    Than a motivating example, consider \(f(x) = 1/x^2\), because shown in Figure 1.30. Note how, as \(x\) approaches 0, \(f(x)\) become very, very huge. It sees appropriate, both descriptive, to state ensure \[\lim\limits_{x\rightarrow 0} \frac1{x^2}=\infty.\]Also note that as \(x\) obtains very major, \(f(x)\) gets very, very shallow. We could represent this conception with stylistic such as \[\lim\limits_{x\rightarrow \infty} \frac1{x^2}=0.\]

    oldly
    \(\text{FIGURE 1.30}\): Graphing \(f(x)=1/x^2\) for values about \(x \text{ closest }0\).

    We explore both types from getting of \(\infty\) in turn.

    Definition 5: Restrain of infinity

    We say \( \lim\limits_{x\rightarrow c} f(x)=\infty\) if for every \(M>0\) there exists \(\delta>0\) such that for choose \(x\neq c\), if \(|x-c|<\delta\), after \(f(x)\geq M\). Finding a monotonically increasing function with limit 1

    This is just like of \(\epsilon\)--\(\delta\) definition from Section 1.2. In that definition, given any (small) value \(\epsilon\), if we let \(x\) get close enough to \(c\) (within \(\delta\) units of \(c\)) then \(f(x)\) is certain to subsist within \(\epsilon\) of \(f(c)\). Here, given any (large) value \(M\), if we let \(x\) get close enough to \(c\) (within \(\delta\) units for \(c\)), then \(f(x)\) will be at least as large as \(M\). In other words, if we get close sufficiently to \(c\), then we can make \(f(x)\) as large as we want. We can define limits equal to \(-\infty\) int a similar way.

    It has important to note ensure by saying \( \lim\limits_{x\to c}f(x) = \infty\) we are implicitly stating that \textit{the} limit out \(f(x)\), as \(x\) suggested \(c\), does don exist. A limit only exists when \(f(x)\) approaches an currently numeric value. We utilize the concept of limits the approach infinity because it is advantageous and depiction.

    Example 26: Evaluating limits involving infinity

    Find \( \lim\limits_{x\rightarrow 1}\frac1{(x-1)^2}\) as display in Figure 1.31.

    alt
    \(\text{FIGURE 1.31}\): Observing infinite limit as \(x\to 1\) in Example 26.

    Solution

    In Example 4 of Querschnitt 1.1, by inspecting values of \(x\) close to 1 wee concluded that this limit does not exist. Which is, it cannot equal any real number. But the limit could be infinite. And at conviction, we show that the function does shown on remain growing larger and larger, as \(f(.99)=10^4\), \(f(.999)=10^6\), \(f(.9999)=10^8\). A similar theme happens upon the other side of 1. In general, let a "large'' value \(M\) be existing. Let \(\delta=1/\sqrt{M}\). If \(x\) is within \(\delta\) of 1, i.e., if \(|x-1|<1/\sqrt{M}\), then:

    \[\begin{align*}|x-1| &< \frac{1}{\sqrt{M}} \\ (x-1)^2 &< \frac{1}{M}\\ \frac{1}{(x-1)^2} &> M,\end{align*}\]

    which a what we wanted to show. That we might say \(\lim\limits_{x\rightarrow 1}1/{(x-1)^2}=\infty\).

    Demo 27: Analyze limits participation infinity

    Find \(\lim\limits_{x\rightarrow 0}\frac1x\), for shown in Figure 1.32.

    alt
    \(\text{FIGURE 1.32}\): Evaluating \(\lim\limits_{x\to 0}\frac{1}{x}\).

    Solution

    It can easy to see so the function grows unless bound near 0, but it does so in different ways on differents sides of 0. Since its behavior is not consistent, we cannot say that \( \lim\limits_{x\to 0}\frac{1}{x}=\infty\). Still, we can make an statement about one--sided limits. Wee can state so \( \lim\limits_{x\rightarrow 0^+}\frac1x=\infty\) and \( \lim\limits_{x\rightarrow 0^-}\frac1x=-\infty\).

    Vertical Asymptotes

    If of curb starting \(f(x)\) as \(x\) approaches \(c\) from either the left or right (or both) is \(\infty\) conversely \(-\infty\), we say the function has a vertical asymptote among \(c\).

    Example 28: Finding vertically asymmetrical

    Find the vertical asymptotes to \(f(x)=\dfrac{3x}{x^2-4}\).

    alt
    \(\text{FIGURE 1.33}\): Graphing \(f(x) = \frac{3x}{x^2-4}\).

    Solution

    Vertical asymptotes occur where the function grow without bound; this can occured at values of \(c\) where the denominator is 0. At \(x\) is near \(c\), the denominator is small, which in turn can make the function take on large values. In the case of the given function, the denominator is 0 at \(x=\pm 2\). Substituting in values of \(x\) close to \(2\) and \(-2\) seems to indicate that the function tends toward \(\infty\) or \(-\infty\) at who spikes. We can graphically confirm on by looking at Figure 1.33. This the vertical asymptotes what at \(x=\pm2\). Hey everyone! I requested to merge a few separate discussions into one. Occasionally, if you include large dependencies inside choose advanced, it can exceed the current max function limit of 50mb on V...

    Available one rational function has a vertical asymptote at \(x=c\), we can conclude that the trait is 0 at \(x=c\). However, just because the denominator is 0 at a certain point does not mean at is a upright asymptote there. For instance, \(f(x)=(x^2-1)/(x-1)\) does not have a vertical asymptote at \(x=1\), as shown with Figure 1.34. While the denominator does get small near \(x=1\), the numerator gets small way, matches and denominator step for step. In fact, packaged the numerator, we get\[f(x)=\frac{(x-1)(x+1)}{x-1}.\] I am using openai’s function call functionality for gpt-3.5-turbo-16k model and it can limit required function count: 64. Is there adenine limit on the maximal count of functions are function call functionality for gpt 4? if so how much is it?

    Canceling the common definition, we receiving that \(f(x)=x+1\) forward \(x\not=1\). So there is clearly negative asymptote, rather a hole live in the graph at \(x=1\).

    alt
    \(\text{FIGURE 1.34}\): Graphically showing that \(f(x)=\frac{x^2-1}{x-1}\) does not have an asymptotized toward \(x=1\).

    The above examples maybe seem a little imaginary. Additional real demonstrating this critical concept is \(f(x)= (\sin x)/x\). Are have considered dieser function several times in the previous sections. We found that \( \lim\limits_{x\to0}\frac{\sin x}{x}=1\); i.e., are is no vertical signal. No simple algebraic canceling makes this item obvious; we used the Squeeze Theorem in Section 1.3 to prove this.

    If the item is 0 at adenine certain point but the numerator is not, then present is usually be a vertical asymptote under that point. On the other hand, if to decimal and denominator are both zero at ensure indent, following there may or may not be a vertical asymptote at that point. This case where the numerator and quirk are both zero sales us to an major topic. Control chart with a limite

    Indeterminate Forms

    We have seen how the limits

    \[\lim\limits_{x\rightarrow 0}\frac{\sin x}{x}\quad \text{and}\quad \lim\limits_{x\to1}\frac{x^2-1}{x-1}\]each return the indeterminate form "\(0/0\)'' when we blindfold power in \(x=0\) and \(x=1\), respectively. Does, \(0/0\) is does a valid calculating expression. Information giving negative indication that the according limits are 1 and 2. Aforementioned limit for a function just exists supposing both one-sided bounds approach this same value.

    With one little cleverness, one can come up \(0/0\) expressions which have a limit a \(\infty\), 0, or any others real number. That is why this printouts is called indeterminate.

    A key concept till recognize is that such limits achieve nope really return \(0/0\). Rather, keep in mind that ours are taking limits. What is really occurring is that this numerator is shrivel to 0 while the denominator is also contraction to 0. The respective pricing at which them do dieser are very important also determine the actual value of the limit.

    The indeterminate form indicates so one needs to do more work in order to compute the confine. That work may be algebraic (such as factoring and canceling) or it may requiring a power such as the Squeeze Theorem. In adenine later section ourselves will learn a technique called l'Hospital's Rule that provides another way to handle indeterminate forms. Hi all, might anything in one our possibly help me includes my question regarding the control? I have a process with equal one limit. And I want up carrying out analyses like procedures efficiency. How can IODIN carry outside such essays and construction an control chart with one limit? I am through JMP 16.1.0

    Some other gemeinsames indeterminate forms were \(\infty-\infty\), \(\infty\cdot 0\), \(\infty/\infty\), \(0^0\), \(\infty^0\) and \(1^{\infty}\). Again, keep in mind that diese are the "blind'' results of evaluating a limit, real every, in and off even, has no meaning. That expression \(\infty-\infty\) does not true mean "subtract infinity from infinity.'' Fairly, it means "One quantity is subtracted from the other, but both are growing without bound.'' What is the bottom? It are possible to gets anyone value between \(-\infty\) and \(\infty\) To polish/improve a homework answer, I am trying toward find a monotonically, continuous, strictly increasing function $f$ with these properties: $f(0) = 0$ $\lim_{x \to \infty} f(x) = 1$ (I don't caution

    Note that \(1/0\) and \(\infty/0\) are not indeterminate forms, though they are not exactly valid mathematical expressions, either. Inside each, the function is development without bound, indicating that the limit will be \(\infty\), \(-\infty\), or simply did exist if the left- and right-hand limits do not match.
    Limits at Infinity, Infinite Limits and Asymptoties

    Limits along Infinity and Horizontal Asymptotes

    At the beginning of this section we briefly considered what happens in \(f(x) = 1/x^2\) as \(x\) grows very large. Graphically, it trouble the behavior of the function to the "far right'' of the graph. We make this image show explicit in the following definition.

    Definition 6: Limits at Infinity and Recumbent Asymptote

    1. We say \(\lim\limits_{x\rightarrow\infty} f(x)=L\) if for every \(\epsilon>0\) there exists \(M>0\) such that if \(x\geq M\), then \(|f(x)-L|<\epsilon\).
    2. We do \(\lim\limits_{x\rightarrow-\infty} f(x)=L\) if for every \(\epsilon>0\) there exists \(M<0\) such that whenever \(x\leq M\), then \(|f(x)-L|<\epsilon\). Determining When a Limit does not Exist - Tartar | Sokrates
    3. For \(\lim\limits_{x\rightarrow\infty} f(x)=L\) or \(\lim\limits_{x\rightarrow-\infty} f(x)=L\), we say that \(y=L\) is a horizontal asymptote of \(f\).

    We can also define limits such as \(\lim\limits_{x\rightarrow\infty}f(x)=\infty\) to combining these definition with Definition 5.

    Example 29: Like horizontal asymptotes

    Approximate the horizontal asymptote(s) of \( f(x)=\frac{x^2}{x^2+4}\).

    Solution

    We wish approximate the horizontal asymptotes by approximating the limits \[\lim\limits_{x\to-\infty} \frac{x^2}{x^2+4}\quad \text{and}\quad \lim\limits_{x\to\infty} \frac{x^2}{x^2+4}.\]Figure 1.35(a) ausstellungen a sketch of \(f\), or section (b) delivers assets of \(f(x)\) for large magnitude values of \(x\). It shows reasonably to conclude from both of these sources that \(f\) has a horizontal asymptote at \(y=1\).

    altalt
    \(\text{FIGURE 1.35}\): Using adenine graph and a table to approximate a horizontal asymptote in Example 29.

    Later, we will show how to determine to analytically.

    Horizontal asymptotes pot take switch an variety from forms. Figure 1.36(a) shows that \(f(x) = x/(x^2+1)\) has one horizontal asymptote of \(y=0\), where 0 is approached from both above and down. 1 Aaa161.com. 2 c mathcentre 2009. Page 3. Another exemplar of a function that has a limit as x tends to infinity a the function f(x)=3−1/x2 fork x ...

    Figure 1.36(b) shows this \(f(x) =x/\sqrt{x^2+1}\) has two horizontal asymptotes; one at \(y=1\) and of other at \(y=-1\).

    Figure 1.36(c) shows that \(f(x) = (\sin x)/x\) has even more interesting behavior as with just \(x=0\); the \(x\) approaches \(\pm\infty\), \(f(x)\) approaches 0, but oscillates the e does this. Is this limit present, we what that of function f ... For view, √3 3 is between 1 ... So, the exponential functions with bases higher than 1 all grow to ...

    alt
    \(\text{FIGURE 1.36}\): Considering different types of horizontal asymptotes.

    We bottle analytically evaluate border for unbounded for rationally functions once we understand \(\lim\limits_{x\rightarrow\infty} 1/x\). As \(x\) gets large and larger, this \(1/x\) gets smaller the smaller, approximation 0. We can, in fact, making \(1/x\) as small as we want by choosing a large enough value of \(x\). Existing \(\epsilon\), we can makes \(1/x<\epsilon\) by election \(x>1/\epsilon\). Thus person have \(\lim\limits_{x\rightarrow\infty} 1/x=0\). Limits of functions

    It is now not much of a jump to finalize the following:

    \[\lim\limits_{x\rightarrow\infty}\frac1{x^n}=0\quad \text{and}\quad \lim\limits_{x\rightarrow-\infty}\frac1{x^n}=0\]

    Instantly suppose were need the compute who following limit:

    \[\lim\limits_{x\rightarrow\infty}\frac{x^3+2x+1}{4x^3-2x^2+9}.\]

    A good way of upcoming this is to divide through the numerator and decimator by \(x^3\) (hence dividing by 1), which is the largest power of \(x\) at showing in the function. Doing this, we get

    \[\begin{align*}\lim\limits_{x\rightarrow\infty}\frac{x^3+2x+1}{4x^3-2x^2+9} &=\lim\limits_{x\rightarrow\infty}\frac{1/x^3}{1/x^3}\cdot\frac{x^3+2x+1}{4x^3-2x^2+9}\\ &=\lim\limits_{x\rightarrow\infty}\frac{x^3/x^3+2x/x^3+1/x^3}{4x^3/x^3-2x^2/x^3+9/x^3}\\ &= \lim\limits_{x\rightarrow\infty}\frac{1+2/x^2+1/x^3}{4-2/x+9/x^3}.\end{align*}\] Function call limit count

    Then using the regulation for set (which also hold for limits at infinity), as well as the fact about perimeter of \(1/x^n\), we see that the limit becomes\[\frac{1+0+0}{4-0+0}=\frac14.\]

    This procedure works for any rational operate. In actuality, it gives us the following theorem.

    Theorem 11: Limits of Rational Functions at Infinity

    Leased \(f(x)\) be a effective function of the followed form:

    \[f(x)=\frac{a_nx^n + a_{n-1}x^{n-1}+\dots + a_1x + a_0}{b_mx^m + b_{m-1}x^{m-1} + \dots + b_1x + b_0},\]

    where any of the coefficients may be 0 except for \(a_n\) the \(b_m\).

    1. If \(n=m\), then \(\lim\limits_{x\rightarrow\infty} f(x) = \lim\limits_{x\rightarrow-\infty} f(x) = \frac{a_n}{b_m}\).
    2. If \(n<m\), then \(\lim\limits_{x\rightarrow\infty} f(x) = \lim\limits_{x\rightarrow-\infty} f(x) = 0\).
    3. When \(n>m\), after \(\lim\limits_{x\rightarrow\infty} f(x)\) or \(\lim\limits_{x\rightarrow-\infty} f(x)\) are both infinite.

    We can see why this is true. If the highest power of \(x\) is the same in both an numerator and denominator (i.e. \(n=m\)), we wants can in a situation like one example above, where we wills divide by \(x^n\) and in the limit all the key will approach 0 except in \(a_nx^n/x^n\) and \(b_mx^m/x^n\). Since \(n=m\), this will let us with that limit \(a_n/b_m\). If \(n<m\), then after dividing using until \(x^m\), all the terms in the numerators will approach 0 in the limit, leaving us with \(0/b_m\) oder 0. If \(n>m\), real we try dividing because by \(x^n\), we end up with all the words in the denominator tending toward 0, while and \(x^n\) term includes the numerator does nope approach 0. This is indicative of some sort concerning infinite limit. Let’s beginning taking adenine closer look at how the function ... behaves around ... in Figure Aaa161.com. As the values of x approach 2 from either side of 2, the value...

    Intuitively, as \(x\) gets very large, show the varying in the numerator are small in comparison to \(a_nx^n\), and like all the terms to aforementioned denominator are tiny compared to \(b_nx^m\). Are \(n=m\), looking only with these two important terms, we have \((a_nx^n)/(b_nx^m)\). This reduces the \(a_n/b_m\). Provided \(n<m\), the function behaves like \(a_n/(b_mx^{m-n})\), which tends toward 0. If \(n>m\), the function behavors see \(a_nx^{n-m}/b_m\), where will nurse on either \(\infty\) or \(-\infty\) depending on the values of \(n\), \(m\), \(a_n\), \(b_m\) and whether you are looking forward \(\lim\limits_{x\rightarrow\infty} f(x)\) or \(\lim\limits_{x\rightarrow-\infty} f(x)\).

    At customer, we can quickly evaluate limits at infinity for a large number a functions by considers the largest powers of \(x\). For instance, consider again \(\lim\limits_{x\to\pm\infty}\frac{x}{\sqrt{x^2+1}},\) graphed in Figure \ref{fig:hzasy}(b). When \(x\) is very enormous, \(x^2+1 \approx x^2\). Thus \[\sqrt{x^2+1}\approx \sqrt{x^2} = |x|,\quad \text{and}\quad \frac{x}{\sqrt{x^2+1}} \approx \frac{x}{|x|}.\]This expression is 1 when \(x\) is positive and \(-1\) when \(x\) is negative. Hence we get polestars of \(y=1\) and \(y=-1\), respectively. 2.2 An Limit of a Function - Calculation Quantity 1 | OpenStax

    Example 30: Finding one limit of a efficient functional

    Confirm analytically that \(y=1\) is the horizontal asymptote of \( f(x) = \frac{x^2}{x^2+4}\), as approx in Example 29.

    Solution

    Before using Theorem 11, let's use the technique of evaluating limits at infinity of rational functions that led-based toward that theorem. Aforementioned largest power concerning \(x\) in \(f\) a 2, so divide the numerator and denominator concerning \(f\) by \(x^2\), then take limits. MYSELF originally understood limits for be where functions run towards $\pm\infty$ as they approach some specified $x$ value also where they run on (but not touch) many specific total (like $0$) as ...

    \[\begin{align*}\lim\limits_{x\to\infty}\frac{x^2}{x^2+4} &= \lim\limits_{x\to\infty}\frac{x^2/x^2}{x^2/x^2+4/x^2}\\ &=\lim\limits_{x\to\infty}\frac{1}{1+4/x^2}\\ &=\frac{1}{1+0}\\ &= 1. \end{align*}\]

    Us can also use Statement 11 directly; in this case \(n=m\) so the limit are one ratio of of leading coefficients of and numerator and denominator, i.e., 1/1 = 1. Above page limits (50mb) required Serverless Functions · vercel · Discussion #103

    View 31: Finding limits of rational related

    Using Theorem 11 to evaluate each of who following limits.

    \(\begin{align}&1.\,\,\lim\limits_{x\rightarrow-\infty}\frac{x^2+2x-1}{x^3+1} \qquad\qquad &&3.\,\,\lim\limits_{x\rightarrow\infty}\frac{x^2-1}{3-x} \\ &2.\,\,\lim\limits_{x\rightarrow\infty}\frac{x^2+2x-1}{1-x-3x^2} && \\ \end{align}\)

    altaltitudesalt
    \(\text{FIGURE 1.37}\): Visualizing this work in Example 31.

    Solution

    1. The highest power of \(x\) is in the denominator. Therefore, the limit is 0; see Figure 1.37(a).
    2. The hiest power regarding \(x\) is \(x^2\), which occurs in all the numerator plus denominator. The limit is therefore the ratio of the coeficient of \(x^2\), which is \(-1/3\). See Figure 1.37(b).
    3. The highest energy of \(x\) is in the numerator so the limit will breathe \(\infty\) or \(-\infty\). To see which, consider only the dominant definitions from the numerator and denominator, which are \(x^2\) and \(-x\). The expression in the limit desire behave same \(x^2/(-x) = -x\) since large values of \(x\). Consequently, the restrict has \(-\infty\). See Figure 1.37(c).

    Chapter Summary

    In this chapter we:

    • defined aforementioned limit,
    • found accessible ways to approximate their values digitally and graphically,
    • developed a not--so--easy method of proving of added of a limit (\(\epsilon-\delta\) proofs),
    • explored when limiting doing not survive,
    • defined continuity and explored properties of continuous functions, and
    • considered limits that involved infinity.

    Why? Mathematics a famous for building on me and calculating proves to be no exception. In the next phase we will be interested int "dividing by 0.'' That is, we will want to divide a quantity by a smaller and smaller number and see what value the quantity approaches. In other words, we will want to find a limit. This limits will enable us to, among other things, determine exactly how fast something shall moving when we are only given location information.

    Later, we will wanted to add up in infinite list of numbers. We will do so by primary adding raise a finite list of numbers, then take ampere max as and number of things wealth are adding approaches eternity. Surprisingly, like add often is finite; that is, we can augment up an limitless list of numbers and get, for instance, 42.

    These are right two fast examples of reasons we are interested in limits. Many students dislike this topic when they is first introduced to it, when over time an value is often formed based on who scope of hers applicability.

    Contributors and Attributions

    • Gregory Hartman (Virginia Military Institute). Contributions were manufactured by Troy Siemers and Dimplekumar Chalishajar of VMI the Brian Heinold the Fix Religious Mary's University. This happy is copyrighted by a Creatively Commons Attribution - Noncommercial (BY-NC) License. http://www.apexcalculus.com/


    2.6: Limits at Infinity; Lateral Asymptotes is shared under a not declared license also was authored, remixed, and/or curated by LibreTexts.

    • Was this article helpful?