4.6 Limits at Infinity and Asymptotes

Limits at infinity and horizontal asymptotes, the degree rule for rational functions, oblique asymptotes obtained by polynomial division, the end behaviour of polynomials and of the transcendental families, and the complete curve-sketching procedure combining asymptotes with the derivative tests of Section 4.5.

Subject: Calculus I · 65 slides · symbolic lesson

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What this lesson covers

The lesson, slide by slide

1. Section 4.6 Limits at Infinity and Asymptotes

Title

Calculus I · Chapter 4 — Applications of Derivatives

Limits at Infinity and Asymptotes

2. By the end of this lesson you can

Objectives

Five outcomes. Together with Section 4.5 they let a graph be drawn from the algebra alone.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 354-380 — the section these objectives are drawn from

3. What you already have

Warm-up

Section 1.2 described a polynomial's end behaviour from its degree and leading coefficient, and Section 2.2 met functions whose values grew without bound near a point.

Discussion prompt

The quotient of 3x squared minus 2x by x squared plus 5 is a ratio of two large quantities when x is large. What does it approach, and why is the answer not obvious?

Hint: Both parts grow without bound, so the ratio is indeterminate.

Answer:

Both the numerator and the denominator grow without bound, so the ratio is an indeterminate form of a kind Section 2.3 did not cover — infinity over infinity rather than zero over zero.

\[ \frac{3x^{2}-2x}{x^{2}+5} \;\to\; ? \quad \text{as } x \to \infty \]

The resolution is the same in spirit: rewrite before evaluating. Dividing top and bottom by x squared turns every problematic term into a reciprocal that visibly vanishes, and the answer comes out as 3. That technique is the section's workhorse.

4. Ask what happens far from the origin

Concept

A limit at infinity describes the outputs as the input runs away without bound. When the outputs settle toward a fixed value, the corresponding horizontal line is an asymptote, and the curve's ends are pinned down.

limit at infinity — The value the outputs approach as the input increases or decreases without bound. If that value is L, the line at height L is a horizontal asymptote of the graph.

\[ \lim_{x \to \infty} f(x) = L \;\Longrightarrow\; y = L \text{ is a horizontal asymptote} \]

This is the last piece of information a sketch needs. Section 4.5 described the middle of a curve; end behaviour describes what happens beyond every window you could draw.

Figure (svg): A curve approaching a horizontal asymptote from both directions

The curve never reaches the line, and it need not stay on one side of it either.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 354-358

5. Limits at infinity

Section

Section 1

6. Where the ends settle

Concept

Rather than approaching a point, the input is allowed to grow without bound. If the outputs approach a single value, that value is the limit and its height is a horizontal asymptote.

horizontal asymptote — A horizontal line the graph approaches as the input grows without bound in one or both directions. A curve may cross a horizontal asymptote, and may have a different one at each end.

\[ \lim_{x \to \infty}\frac{1}{x^{n}} = 0 \quad \text{for every } n > 0 \]

Two features surprise people. A curve may cross its horizontal asymptote, sometimes infinitely often; and a function may have different horizontal asymptotes at its two ends, as the arctangent does.

Figure (svg): A curve approaching a horizontal asymptote from both directions

The curve never reaches the line, and it need not stay on one side of it either.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 354-360 — limits at infinity and horizontal asymptotes

7. Settling toward a line

Picture it

A rational function with a single horizontal asymptote.

Figure (svg): A curve approaching a horizontal asymptote from both directions

The curve never reaches the line, and it need not stay on one side of it either.

The curve rises from below on one side and falls from above on the other, closing on the line at both ends without ever reaching it. The asymptote describes the ends and says nothing about the middle.

8. Worked example: the basic reciprocal limits

Worked example

Example 4.33. Everything else is built from these.

\[ \text{Evaluate } \lim_{x \to \infty}\frac{1}{x}, \; \lim_{x \to \infty}\frac{1}{x^{2}}, \; \lim_{x \to -\infty}\frac{1}{x}. \]

Consider the first

Why: A fixed numerator over a growing denominator.

State it

Why: The outputs approach zero.

\[ \lim 0 \]

Consider the square

Why: The denominator grows even faster.

\[ \text{also } 0 \]

Consider the negative direction

Why: The denominator is large and negative.

State it

Why: Still approaching zero.

\[ \lim 0 \]

Figure (svg): The solution to Worked example the basic reciprocal limits shown as a ladder of expressions, one row per legal move

The whole solution at once: each drop is one legal move.

\[ \lim_{x \to \pm\infty}\frac{1}{x^{n}} = 0 \quad (n > 0) \]

Verify: check the sign of the approach in each case

Why: Approaching from the positive side the reciprocal is positive and shrinking, so the curve comes down to the axis from above; from the negative side it is negative and shrinking in magnitude, so it rises to the axis from below. The limit is 0 either way but the approach differs, which matters when sketching. Note that the reciprocal never equals zero, so the axis is approached without being reached — the defining behaviour of an asymptote.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 355-356

9. What is the limit at infinity?

Sorting

Ask what happens as the input runs away.

Sort into buckets

Sort each function by its limit as x grows without bound.

Tends to 0
1/x; 1/x^3
Grows without bound
x^2
Tends to a non-zero value
arctan x
No limit
sin x
zero
A fixed numerator over a growing denominator shrinks toward zero.
inf
The outputs exceed every bound, so there is no horizontal asymptote.
finite
The outputs settle toward a specific non-zero height, giving a horizontal asymptote there.
none
The outputs oscillate forever without settling, so no limit exists in any sense.

The sine is the important distinction: it has no limit at all rather than an infinite one. Saying a limit is infinity describes a particular failure, and oscillation is a different failure entirely — exactly the distinction Section 2.2 drew.

10. Worked example: different asymptotes at the two ends

Worked example

Checkpoint 4.33. A function with two horizontal asymptotes.

\[ \text{Find the horizontal asymptotes of } f(x)=\arctan x. \]

Recall the range

Why: From Section 1.4.

\[ \text{between } -\frac{\pi}{2}\text{ and } \frac{\pi}{2} \]

Consider the positive direction

Why: The tangent grows without bound as its angle nears pi/2.

\[ \arctan x \to \frac{\pi}{2} \]

Consider the negative direction

Why: Symmetrically.

\[ \arctan x \to - \frac{\pi}{2} \]

State both asymptotes

Why: Two different heights.

\[ y = \frac{\pi}{2}\text{ and } y = -\frac{\pi}{2} \]

Figure (svg): The solution to Worked example different asymptotes at the two ends shown as a ladder of expressions, one row per legal move

The whole solution at once: each drop is one legal move.

\[ y = \pm\tfrac{\pi}{2} \]

Verify: confirm the derivative's behaviour agrees

Why: Section 3.7 computed the arctangent's derivative as one over 1 plus x squared, which is positive but tends to 0 as x grows — a function that rises forever while flattening, which is exactly what approaching a horizontal asymptote from below looks like. Two different asymptotes at the two ends is common for bounded increasing functions, and a sketch must show both.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 357-358

11. Trap: assuming a curve cannot cross its asymptote

Trap

The trap

\[ y = L \text{ is a horizontal asymptote of } f \]

Conclude the graph never touches the line

Why: The student treats the asymptote as a barrier.

\[ f(x) = \frac{\sin x}{x}: \; y = 0 \text{ is an asymptote and } f \text{ crosses it infinitely often} \]

The curve meets the axis at every multiple of pi and still approaches it as the input grows.

The fix

\[ \text{an asymptote constrains the ENDS, not the middle} \]

Read the definition as a statement about the limit only

Why: It says the outputs approach L, not that they stay on one side of it.

Vertical asymptotes are different: a curve genuinely cannot cross one, because the function is undefined there. Horizontal ones carry no such restriction, and forgetting this produces sketches that avoid a line the function actually oscillates about.

12. The basic reciprocal limit

Fill the middle

The building block every rational limit at infinity is reduced to.

Fill in the blanks

\lim_0\frac______} = ___ \quad \text___ n > 0

Why: Every such reciprocal tends to zero, and the divide-by-the-highest-power technique works by converting a whole rational function into a combination of these.

13. One of these claims is false

Two truths and a lie

All three are about horizontal asymptotes.

Eliminate the wrong options

Two of these are true. Knock those out and keep the false one.

  • A. A function can have different horizontal asymptotes at its two ends
  • C. A horizontal asymptote describes the ends and says nothing about the middle
  • B. A graph can never cross a horizontal asymptote

Survives elimination: B

Why: The survivor is the false one. The quotient of sine by x has the axis as a horizontal asymptote and crosses it at every multiple of pi — infinitely often. Vertical asymptotes cannot be crossed because the function is undefined there, but horizontal ones carry no such restriction and conflating the two produces wrong sketches.

14. Which failure is oscillation?

Prediction

Commit before reasoning.

Predict first

Sine has no limit at infinity. Is that the same as having an infinite limit?

  • Yes, both mean the limit does not exist
  • No — an infinite limit describes unbounded growth, while sine stays bounded and simply never settles
  • Yes, sine grows without bound
  • No, sine has the limit 0

Correct: No: sine stays bounded and never settles, which is a different failure from unbounded growth.

\[ |\sin x| \le 1 \text{ always, and yet } \lim_{x \to \infty}\sin x \text{ does not exist} \]

Why: Both are cases where no finite limit exists, but they are distinguishable and the distinction matters for sketching. An unbounded function's graph escapes every horizontal band; sine's stays inside the band from negative 1 to 1 forever while oscillating within it. Section 2.2 drew exactly this distinction for limits at a point, and it carries over unchanged to limits at infinity.

15. Rational functions and the degree rule

Section

Section 2

16. Compare the degrees

Concept

For a quotient of polynomials, the end behaviour is decided by which degree is larger. A larger denominator sends the quotient to zero; equal degrees give the ratio of the leading coefficients; a larger numerator means no horizontal asymptote.

the degree rule — For a rational function: if the numerator's degree is smaller, the horizontal asymptote is the axis; if the degrees are equal, it is the ratio of leading coefficients; if the numerator's is larger, there is no horizontal asymptote.

\[ \lim_{x \to \infty}\frac{a_{n}x^{n}+\cdots}{b_{m}x^{m}+\cdots} = \begin{cases}0 & n<m\\ a_{n}/b_{m} & n=m\\ \pm\infty & n>m\end{cases} \]

The rule follows from the divide-by-the-highest-power technique, and it is worth having both: the rule for speed and the technique for cases the rule does not cover.

Figure (svg): The three cases for a rational function's horizontal asymptote, decided by comparing degrees

Three lines of comparison replace any amount of algebra, and the fourth row is where division earns its place.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 358-364 — limits at infinity of rational functions

17. Three degree comparisons

Picture it

Bottom-heavy, balanced and top-heavy quotients.

Figure (svg): Three rational functions illustrating the three degree cases

The third picture is the case worth noticing: unbounded, and yet with a perfectly definite line to follow.

The first flattens onto the axis, the second onto a horizontal line at height 2, and the third escapes — but along a slanted line, which the next idea makes precise.

18. Worked example: divide by the highest power

Worked example

Example 4.35. The technique behind the rule.

\[ \text{Evaluate } \lim_{x \to \infty}\frac{3x^{2}-2x}{x^{2}+5}. \]

Identify the highest power in the denominator

Why: Degree two.

\[ x ^{2} \]

Divide every term by it

Why: Top and bottom alike.

\[ \frac{3 - \frac{2}{x}}{1 + 5 / x ^{2}} \]

Take the limit of each piece

Why: The reciprocals vanish.

\[ \frac{3 - 0}{1 + 0} \]

Evaluate

Why: The surviving constants.

\[ 3 \]

Compare with the degree rule

Why: Equal degrees.

Figure (svg): The standard technique for a rational limit at infinity: divide by the highest power

The technique converts an indeterminate ratio of large quantities into an ordinary quotient of constants.

\[ \lim_{x \to \infty}\frac{3x^{2}-2x}{x^{2}+5} = 3 \]

Verify: check numerically and against the rule

Why: At x equal to 100 the quotient is about 2.98, and at 1000 about 2.998 — closing on 3. The degree rule predicts the ratio of leading coefficients, 3 over 1, which matches. The technique also explains WHY the rule holds: dividing by the highest power turns every lower-degree term into a vanishing reciprocal, leaving only the leading coefficients.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 360-361

19. Degree comparison to asymptote

Matching

Compare the two degrees.

Match the pairs

  • l1. x/(x^2+1)
  • l2. (2x^2+1)/(x^2+1)
  • l3. (x^3+1)/(x^2+1)
  • l4. (3x^2-2x)/(x^2+5)
  • r1. y = 0
  • r2. y = 2
  • r3. no horizontal asymptote
  • r4. y = 3

Why: The rule is decided entirely by comparing degrees, and when they are equal by the ratio of leading coefficients — never by the constant terms, which vanish in the limit. The third has an oblique asymptote instead, which the next idea finds.

20. Worked example: a subtlety in the negative direction

Worked example

Checkpoint 4.35. A square root changes the sign.

\[ \text{Evaluate } \lim_{x \to -\infty}\frac{\sqrt{x^{2}+1}}{x}. \]

Note that the root of x squared is the absolute value

Why: From Section 1.4.

\[ \sqrt{x ^{2}} = | x | \]

For negative x, that is negative x

Why: The sign flips.

\[ | x | = -x \]

Divide by x, which is negative

Why: Take the root's factor out carefully.

\[ \sqrt{x ^{2} + 1} / x = -\sqrt{1 + 1 / x ^{2}} \]

Take the limit

Why: The reciprocal vanishes.

\[ -\sqrt{1} = -1 \]

Figure (svg): The solution to Worked example a subtlety in the negative direction shown as a ladder of expressions, one row per legal move

The whole solution at once: each drop is one legal move.

\[ \lim_{x \to -\infty}\frac{\sqrt{x^{2}+1}}{x} = -1 \]

Verify: check numerically and compare the two directions

Why: At x equal to negative 1000 the quotient is about negative 1.0000005, confirming the limit is negative 1. In the positive direction the same expression tends to positive 1, so this function has two different horizontal asymptotes. The sign comes entirely from the root of x squared being the absolute value rather than x itself — the same correction Section 1.4 insisted on, appearing here where it changes an answer's sign.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 362-363

21. Find the error: the absolute value forgotten in a root

Error analysis

A student evaluates a limit in the negative direction.

Annotate

On: \( \lim_{x \to -\infty}\frac{\sqrt{x^{2}+1}}{x} = \lim\frac{x\sqrt{1+1/x^{2}}}{x} = 1 \)

  • Factoring x^2 out of the root is the right idea.
  • But the root of x^2 is |x|, not x - and for negative x that is -x.
  • So the numerator is -x times the root, and the x's cancel to give -1.
  • The correct limit is -1, and a numerical check at x = -1000 confirms it.

The absolute value correction from Section 1.4 is not a formality. Here it flips the sign of the answer, and it is the reason this function has two different horizontal asymptotes rather than one.

22. Divide by the highest power

Fill the middle

The rational limit from the worked example, after dividing.

Fill in the blanks

\frac3___} \;\longrightarrow\; \frac______ = ___

Why: Every term with x in a denominator vanishes, leaving the ratio of the leading coefficients. That is exactly what the degree rule states for equal degrees.

23. Which case is this?

Sorting

Compare numerator and denominator degrees.

Sort into buckets

Sort each rational function.

Asymptote y = 0
(x+1)/(x^2+1); 1/(x^5+3)
Asymptote at the coefficient ratio
(5x^3+2)/(2x^3-1)
No horizontal asymptote
(x^4+1)/(x^2+1); (x^2+1)/x
zero
The denominator's degree is larger, so it outgrows the numerator and the quotient shrinks to zero.
ratio
The degrees match, so the leading terms dominate and their coefficients give the asymptote.
none
The numerator's degree is larger, so the quotient grows without bound.

The last one exceeds the denominator's degree by exactly one, which is the case that has an OBLIQUE asymptote — unbounded, but following a definite slanted line. The next idea finds it by division.

24. Why do the lower terms vanish?

Prediction

Commit before reasoning.

Predict first

Why does only the leading coefficient matter for a rational limit at infinity?

  • It is an approximation for large x
  • Because dividing by the highest power turns every lower term into a reciprocal, which tends to zero exactly
  • Because lower-degree terms are small
  • Because polynomials have no constant terms

Correct: Because dividing by the highest power turns every lower term into a vanishing reciprocal.

\[ \frac{-2x}{x^{2}} = -\frac{2}{x} \;\longrightarrow\; 0 \quad \text{exactly} \]

Why: The technique is exact rather than approximate: after dividing, each lower-degree term is a constant over a positive power of x, and Section 4.6's basic limit says every such term goes to zero. So the limit is exactly the ratio of leading coefficients, not approximately. This is the same reasoning as Section 1.2's end behaviour, now made precise by a limit rather than asserted from a picture.

25. Oblique asymptotes

Section

Section 3

26. A slanted line the curve follows

Concept

When the numerator's degree exceeds the denominator's by exactly one, polynomial division writes the function as a linear part plus a remainder that vanishes. The linear part is an oblique asymptote.

oblique asymptote — A slanted line the graph approaches as the input grows without bound. It arises when a rational function's numerator exceeds its denominator in degree by exactly one, and it is the quotient of the polynomial division.

\[ \frac{x^{2}+1}{x} = x + \frac{1}{x} \;\Longrightarrow\; y = x \text{ is an oblique asymptote} \]

Division is what makes it visible. Written as a quotient the behaviour is obscure; written as a line plus a dying remainder it is obvious, and the same technique is used again for integration in Chapter 5.

Figure (svg): A rational function with an oblique asymptote, obtained by polynomial division

Dividing separates the curve into a line plus a remainder that dies, and the line is the asymptote.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 364-368 — oblique asymptotes

27. Following a slanted line

Picture it

A rational function with an oblique asymptote.

Figure (svg): A rational function with an oblique asymptote, obtained by polynomial division

Dividing separates the curve into a line plus a remainder that dies, and the line is the asymptote.

Both branches close on the dashed line as the input runs away, one from above and one from below. The function is unbounded and yet its behaviour at the ends is completely described.

28. Worked example: finding an oblique asymptote

Worked example

Example 4.37. Divide and discard the remainder.

\[ \text{Find the asymptotes of } f(x)=\frac{x^{2}+1}{x}. \]

Check the degrees

Why: Numerator exceeds denominator by one.

Divide

Why: Split the fraction termwise.

\[ x + \frac{1}{x} \]

Identify the vanishing part

Why: The reciprocal.

\[ \frac{1}{x} \to 0 \]

Read off the oblique asymptote

Why: What remains.

\[ y = x \]

Find the vertical asymptote too

Why: The denominator vanishes.

\[ x = 0 \]

Figure (svg): A rational function with an oblique asymptote, obtained by polynomial division

Dividing separates the curve into a line plus a remainder that dies, and the line is the asymptote.

\[ y = x \text{ (oblique)}, \quad x = 0 \text{ (vertical)} \]

Verify: check the approach on both sides

Why: At x equal to 100 the function is 100.01, just above the line y equals x; at x equal to negative 100 it is negative 100.01, just below. So the curve approaches from above on the right and below on the left, which the sign of the remainder predicts directly. Both asymptotes are needed for a sketch, and the vertical one comes from the denominator exactly as in Section 2.2.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 365-366

29. Split the fraction

Fill the middle

The rational function from the worked example, divided termwise.

Fill in the blanks

\frac1/x+1}___ = x + ___

Why: The reciprocal vanishes as x runs away, leaving the line y equals x as the asymptote. Splitting the fraction is the quickest form of the division when the denominator is a single term.

30. Worked example: division when the terms do not split

Worked example

Checkpoint 4.37. Long division supplies the quotient.

\[ \text{Find the oblique asymptote of } f(x)=\frac{x^{2}-3x+2}{x-1}. \]

Check the degrees

Why: Two against one.

Divide the polynomials

Why: Long division.

\[ x - 2,\text{ remainder } 0 \]

Interpret a zero remainder

Why: The function IS the line, where defined.

\[ f(x) = x - 2\text{ for } x \ne 1 \]

State the asymptote

Why: The quotient.

\[ y = x - 2 \]

Note the hole

Why: The factor cancels.

\[ a\text{ removable discontinuity at } x = 1 \]

Figure (svg): The solution to Worked example division when the terms do not split shown as a ladder of expressions, one row per legal move

The whole solution at once: each drop is one legal move.

\[ f(x) = x-2 \;(x \ne 1) \]

Verify: check that no vertical asymptote appears

Why: The numerator factors as x minus 1 times x minus 2, so the x minus 1 cancels and the discontinuity at 1 is a removable hole rather than a vertical asymptote — exactly the distinction Section 2.2 drew. This function coincides with its asymptote everywhere it is defined, which is a degenerate but legitimate case: the remainder is zero, so there is nothing left to vanish.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 366-367

31. Trap: reporting no asymptote when the degrees differ by one

Trap

The trap

\[ f(x) = \frac{x^{2}+1}{x}: \; \text{numerator degree exceeds denominator} \]

Conclude the function has no asymptote

Why: The student applies only the horizontal rule.

\[ \text{no horizontal asymptote} \;\Longrightarrow\; \text{no asymptote at all} \quad \text{(wrong)} \]

The function follows the line y equals x arbitrarily closely at both ends, which is a perfectly good asymptote.

The fix

\[ \text{degrees differ by one} \;\Longrightarrow\; \text{divide and read the quotient} \]

Check for an OBLIQUE asymptote whenever the numerator's degree is one higher

Why: No horizontal asymptote does not mean no asymptote.

When the numerator's degree exceeds the denominator's by two or more, the quotient is a parabola or higher and the curve follows that instead — sometimes called a curvilinear asymptote. The principle is the same: divide, and whatever survives the remainder's vanishing is the end behaviour.

32. What kind of asymptote?

Sorting

Compare the degrees, then divide if needed.

Sort into buckets

Sort each rational function by its end behaviour.

Horizontal asymptote
(x+1)/(x^2+1); (2x^2+1)/(x^2+1)
Oblique asymptote
(x^2+1)/x; (x^2-3x+2)/(x-1)
Neither: follows a curve
(x^3+1)/x
horiz
The numerator's degree is at most the denominator's, so the quotient settles toward a fixed height.
obl
The numerator's degree exceeds the denominator's by exactly one, so division leaves a line.
neither
The degrees differ by two, so division leaves a quadratic and the curve follows a parabola.

The last case is worth knowing exists even though it is rarely asked for. The principle generalises: divide, and the polynomial part is whatever the curve follows at its ends.

33. Order the method

Ranking

Finding an oblique asymptote.

Put in order

  1. Compare the degrees of numerator and denominator
  2. Confirm the numerator's exceeds the denominator's by exactly one
  3. Divide the polynomials
  4. Discard the remainder, which vanishes at infinity
  5. Report the quotient as the asymptote, and check the vertical ones separately

Why: Step b prevents wasted division when no oblique asymptote exists, and step e is the reminder that a rational function usually has vertical asymptotes too — both kinds are needed for a sketch.

34. Why does division reveal the asymptote?

Prediction

Commit before reasoning.

Predict first

Why does polynomial division make the oblique asymptote visible?

  • It simplifies the algebra
  • Because it splits the function into a polynomial part plus a remainder that provably vanishes, so the polynomial part IS the end behaviour
  • Because the quotient is always linear
  • Because remainders are small

Correct: Because it separates the function into a polynomial part plus a vanishing remainder.

\[ f = Q + \frac{R}{D}, \quad \deg R < \deg D \;\Longrightarrow\; \frac{R}{D} \to 0 \]

Why: After division the function is written as a polynomial plus a proper fraction, and a proper fraction always tends to zero at infinity by the degree rule. So the polynomial part is exactly what the curve approaches — not approximately, but in the limit. The quotient is linear only when the degrees differ by one; when they differ by more it is a higher polynomial and the curve follows that.

35. End behaviour of the families

Section

Section 4

36. A ranking that settles most limits by inspection

Concept

Exponentials outgrow every polynomial, polynomials outgrow every logarithm, and the trigonometric functions do not settle at all. Knowing the ranking resolves most limits at infinity without algebra.

growth ranking — As the input grows without bound, the exponential outgrows every power, every power outgrows the logarithm, and sine and cosine remain bounded without approaching any limit.

\[ \ln x \ll x^{n} \ll e^{x} \quad \text{as } x \to \infty \]

The ranking is more than a convenience. It is what makes a great many limits obvious that would otherwise need L'Hopital's rule, and it is the intuition behind that rule's results.

Figure (svg): The end behaviour of the standard families, compared

Ranking the growth rates settles most limits at infinity by inspection, without any algebra at all.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 368-373 — end behaviour of the standard families

37. Five families, five behaviours

Picture it

What each does far from the origin.

Figure (svg): The end behaviour of the standard families, compared

Ranking the growth rates settles most limits at infinity by inspection, without any algebra at all.

The fourth row is the one that fails differently: sine has no limit rather than an infinite one, and no asymptote of any kind. The others are all settled by the ranking.

38. Worked example: a ratio settled by ranking

Worked example

Example 4.39. The exponential wins.

\[ \text{Evaluate } \lim_{x \to \infty}\frac{x^{100}}{e^{x}}. \]

Note both parts grow without bound

Why: An indeterminate ratio.

Apply the ranking

Why: The exponential outgrows every power.

Conclude

Why: The denominator dominates.

\[ \text{the } \lim\text{ is } 0 \]

Sanity-check the size of the exponent

Why: A hundred is a large power.

Figure (svg): The solution to Worked example a ratio settled by ranking shown as a ladder of expressions, one row per legal move

The whole solution at once: each drop is one legal move.

\[ \lim_{x \to \infty}\frac{x^{100}}{e^{x}} = 0 \]

Verify: check where the exponential actually overtakes

Why: At x equal to 100 the power is 10 to the 200 and the exponential only about 10 to the 43, so the ratio is still enormous — the power is winning decisively. But by x equal to 1000 the exponential is about 10 to the 434 against the power's 10 to the 300, and the ratio has collapsed. The crossover is late, which is exactly why the ranking must be trusted rather than judged from small values. Section 4.8 will prove it with L'Hopital's rule.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 370-371

39. Order by growth

Ranking

Slowest first, as the input grows without bound.

Put in order

  1. ln x
  2. sqrt(x)
  3. x
  4. x^5
  5. e^x

Why: The logarithm is slowest, every power beats it, larger powers beat smaller ones, and the exponential beats them all. This single ordering settles a large fraction of the limits at infinity you will meet, without any algebra.

40. Worked example: a logarithmic ratio

Worked example

Checkpoint 4.39. The logarithm loses to every power.

\[ \text{Evaluate } \lim_{x \to \infty}\frac{\ln x}{\sqrt{x}}. \]

Note both grow without bound

Why: Indeterminate again.

Apply the ranking

Why: Every positive power beats the logarithm.

Conclude

Why: The denominator dominates.

\[ \text{the } \lim\text{ is } 0 \]

Note the power is small

Why: One half is still a positive power.

Figure (svg): The solution to Worked example a logarithmic ratio shown as a ladder of expressions, one row per legal move

The whole solution at once: each drop is one legal move.

\[ \lim_{x \to \infty}\frac{\ln x}{\sqrt{x}} = 0 \]

Verify: check with a large value and note how slow it is

Why: At x equal to a million the logarithm is about 13.8 and the root is 1000, so the ratio is about 0.014 — small, but only after a million. At x equal to 100 the ratio is 0.46, still substantial. The logarithm loses to every positive power however small, but it loses slowly, which is why numerical evidence at modest values can be misleading and the ranking is the reliable guide.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 371-372

41. Find the error: oscillation reported as an infinite limit

Error analysis

A student evaluates a limit at infinity.

Annotate

On: \( \lim_{x \to \infty}x\sin x = \infty \)

  • The factor x does grow without bound.
  • But sin x oscillates between -1 and 1, including through 0 and negative values.
  • So the product takes arbitrarily large positive AND arbitrarily large negative values.
  • It does not tend to infinity; it has no limit at all, in any sense.

An infinite limit means the values eventually exceed every bound and stay there. Oscillating between large positive and large negative values is a different failure, and calling it infinity misdescribes the graph entirely.

42. Apply the ranking

Fill the middle

A ratio of a large power to an exponential.

Fill in the blanks

\lim_0\frac___}___} = ___

Why: The exponential outgrows every power, however large the exponent, so the denominator dominates and the ratio tends to zero. The crossover is late but certain.

43. Which failure is this?

Sorting

Distinguish unbounded growth from oscillation.

Sort into buckets

Sort each function's behaviour at infinity.

Tends to infinity
x^2; e^x
Oscillates: no limit
sin x; x sin x
Tends to 0
(sin x)/x
inf
The values exceed every bound and stay beyond it, so the limit is infinite.
osc
The values keep returning to and passing through a range, so no single behaviour is approached.
zero
A bounded numerator over a growing denominator is squeezed to zero.

The third and fifth are the pair to compare: both involve sine, and one has no limit while the other has a perfectly good one of 0. The difference is whether sine is multiplied by something growing or divided by it, and the second case is a squeeze from Section 2.3.

44. How reliable is numerical evidence?

Prediction

Commit before reasoning.

Predict first

At x = 100, x^100 vastly exceeds e^x. What does that tell you about the limit?

  • The limit is infinity
  • Nothing: the crossover happens later, and the ranking is what settles it
  • The ranking is wrong
  • The limit is 1

Correct: Nothing — the crossover is late, and the ranking settles it.

\[ x = 1000: \; x^{100} \approx 10^{300}, \; e^{x} \approx 10^{434} \]

Why: At x equal to 100 the power is about 10 to the 200 and the exponential about 10 to the 43, so the power is winning by 157 orders of magnitude. By x equal to 1000 the exponential has overtaken decisively. Numerical evidence at moderate values is genuinely misleading here, which is why the ranking must be established by argument — Section 4.8's L'Hopital's rule provides it — rather than by inspection of a table.

45. Sketching a curve

Section

Section 5

46. Six checks determine the graph

Concept

Combining this section with Section 4.5 gives a complete procedure. Find the domain and intercepts, check symmetry, locate vertical and end asymptotes, then chart both derivatives — and the curve is determined.

the curve-sketching procedure — A checklist combining algebraic features (domain, intercepts, symmetry, asymptotes) with calculus features (increase, decrease, extrema, concavity, inflections) to produce a graph without plotting points.

\[ \text{domain} \to \text{symmetry} \to \text{asymptotes} \to f' \to f'' \]

The order matters because early steps constrain later ones. Knowing the vertical asymptotes tells you where to split the sign charts, and knowing the symmetry halves the work.

Figure (svg): The full curve-sketching checklist, combining this section with Section 4.5

The checklist is worth following in order, because early steps constrain what the later ones can produce.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 373-380 — drawing the graph of a function

47. The checklist

Picture it

Six steps in order.

Figure (svg): The full curve-sketching checklist, combining this section with Section 4.5

The checklist is worth following in order, because early steps constrain what the later ones can produce.

Steps three and four are this section's contribution; steps five and six are Section 4.5's. Together they leave nothing about the shape undetermined.

48. Worked example: a full sketch

Worked example

Example 4.41. Every step of the checklist.

\[ \text{Sketch } f(x)=\frac{x^{2}}{x^{2}-1}. \]

Domain and intercepts

Why: The denominator factors.

\[ x \ne + - 1;\text{ intercept at the origin} \]

Symmetry

Why: Replace x by its negative.

Vertical asymptotes

Why: Where the denominator vanishes.

\[ x = 1\text{ and } x = -1 \]

End behaviour

Why: Equal degrees.

\[ \text{horizontal asymptote } y = 1 \]

First derivative

Why: Quotient rule.

\[ \text{f' } = -2 x / (x ^{2} - 1) ^{2}: \max\text{ at } 0 \]

Second derivative sign

Why: Concave up outside the asymptotes.

Figure (svg): The solution to Worked example a full sketch shown as a ladder of expressions, one row per legal move

The whole solution at once: each drop is one legal move.

\[ \text{VA } x=\pm 1; \; \text{HA } y=1; \; \text{max at } (0,0) \]

Verify: check the pieces against each other

Why: The function is even, so the two vertical asymptotes are symmetric and the only critical point must be on the axis of symmetry — which it is, at the origin. The derivative is negative for positive x, so the middle branch falls away from its maximum at 0 toward negative infinity at x equal to 1. Outside the asymptotes the function exceeds 1 and decreases toward it, approaching the horizontal asymptote from above. Every feature is consistent, and the symmetry halved the work.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 375-377

49. Order the checklist

Ranking

Sketching a curve from its formula.

Put in order

  1. Find the domain and any intercepts
  2. Check for even or odd symmetry
  3. Find the vertical asymptotes
  4. Determine the end behaviour and any horizontal or oblique asymptote
  5. Chart both derivatives for shape

Why: Symmetry comes early because it can halve every subsequent step. The asymptotes come before the derivative charts because they determine where those charts must be split, since a vertical asymptote always breaks an interval.

50. Worked example: a sketch with an oblique asymptote

Worked example

Checkpoint 4.41. The same checklist, different end behaviour.

\[ \text{Describe the graph of } f(x)=\frac{x^{2}+1}{x}. \]

Domain and intercepts

Why: The denominator vanishes at 0.

\[ x \ne 0;\text{ no intercepts} \]

Symmetry

Why: Replace x by its negative.

Vertical asymptote

Why: Where the denominator vanishes.

\[ x = 0 \]

End behaviour

Why: Divide.

\[ \text{oblique asymptote } y = x \]

First derivative

Why: Split first, then differentiate.

\[ \text{f' } = 1 - 1 / x ^{2}:\text{ extrema at } +- 1 \]

Figure (svg): The solution to Worked example a sketch with an oblique asymptote shown as a ladder of expressions, one row per legal move

The whole solution at once: each drop is one legal move.

\[ \text{VA } x=0; \; \text{oblique } y=x; \; \text{min } (1,2), \text{ max } (-1,-2) \]

Verify: check that the symmetry and the extrema agree

Why: The function is odd, so a minimum at x equal to 1 forces a maximum at negative 1 with the opposite value — and the values are 2 and negative 2 respectively. The minimum value of 2 on the right branch is above the oblique asymptote, which the curve then approaches from above as x grows. Every feature is consistent with the odd symmetry, and noticing it early meant only half the analysis had to be done.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 377-378

51. Trap: sketching without checking the end behaviour

Trap

The trap

\[ f(x)=\frac{x^{2}}{x^{2}-1}: \; \text{find the extrema and sketch} \]

Draw only the middle of the curve

Why: The student charts the derivatives and stops.

Without the horizontal asymptote at height 1, the outer branches have no destination and the sketch will show them wandering off arbitrarily.

The fix

\[ \text{HA } y = 1: \text{ the outer branches descend toward it from above} \]

Establish the asymptotes before drawing anything

Why: They frame the picture that the derivative information then fills in.

The two kinds of information do different jobs: asymptotes fix the boundaries of the picture, and the derivatives fix the shape within them. Doing the asymptotes first also tells you where to split the sign charts, since a vertical asymptote always breaks an interval.

52. Read the end behaviour

Fill the middle

A rational function with equal numerator and denominator degrees.

Fill in the blanks

\frac1}___-1} \;\longrightarrow\; ___ \quad \text___ x \to \pm\infty

Why: Equal degrees give the ratio of leading coefficients, which is 1 over 1. So the horizontal asymptote is at height 1, and the outer branches descend toward it.

53. Which step supplies this?

Sorting

Match each feature to the check that finds it.

Sort into buckets

Sort each graph feature.

Algebraic checks
a vertical asymptote; a horizontal asymptote; symmetry in the vertical axis
Derivative charts
a local maximum; a point of inflection
alg
Found from the formula directly: where a denominator vanishes, what happens at the ends, or how the formula responds to replacing x by its negative.
deriv
Found from the sign of a derivative: turning points from the first, bending from the second.

The two groups do genuinely different jobs. The algebraic checks frame the picture and the derivative charts fill it in, which is why the checklist does them in that order.

54. Why check symmetry early?

Prediction

Commit before reasoning.

Predict first

What does discovering a function is even save you?

  • Nothing; it is decorative
  • Half of every subsequent step, since the graph on one side determines the other
  • The need to find asymptotes
  • The need to differentiate

Correct: Half of every subsequent step.

\[ f(-x)=f(x) \;\Longrightarrow\; \text{every feature at } x \text{ has a partner at } -x \]

Why: An even function's graph is the mirror image of its right half, so analysing the positive inputs determines the whole picture — asymptotes, extrema and inflections all come in symmetric pairs. Section 1.1 made exactly this point about plotting, and it applies with more force here because six separate analyses are being halved rather than one. It also provides a check: an even function with an asymmetric answer has an error somewhere.

55. The three kinds of asymptote

Comparison

Fill the blanks. Each is found by a different question.

Comparison matrix

KindWhere it comes fromCan the curve cross it?
Verticala denominator vanishing without cancellingno: the function is undefined there
Horizontala finite limit at infinityyes, possibly infinitely often
Obliquedivision, when degrees differ by oneyes
Nonedegrees differing by two or more, or oscillationnot applicable: there is no line to cross

The crossing column is the one that surprises people. Only a vertical asymptote is a genuine barrier, and it is a barrier because the function has no value there at all.

56. The procedure, in order

Pattern

Given a function to sketch.

  1. Find the domain and any intercepts, and note where a denominator vanishes.
  2. Test for even or odd symmetry, which may halve everything that follows.
  3. Identify the vertical asymptotes: denominator zeros that do not cancel.
  4. Determine the end behaviour by the degree rule, or by division when the degrees differ by one, or by the growth ranking for transcendental functions.
  5. Chart both derivatives for increase, extrema, concavity and inflections, splitting the charts at every vertical asymptote.

The asymptotes come before the derivative charts because they determine where the charts must be split. A sign chart that runs straight through a vertical asymptote is wrong.

Stewart, Calculus: Early Transcendentals 8e, §2.6 Limits at Infinity; Horizontal Asymptotes §2.6, pp. 126-139

57. Check yourself 1 of 3

Check

The degree rule.

Check your understanding

What is the horizontal asymptote of (3x^2 - 2x)/(x^2 + 5)?

  • A. y = 3 (correct)
  • B. y = 0
  • C. There is none
  • D. y = -2/5

Answer: A

Why: The degrees are equal, so the asymptote is the ratio of leading coefficients, 3 over 1.

Why B tempts people
That would need the denominator's degree to be larger. Here they match.
Why C tempts people
That would need the numerator's degree to be larger.
Why D tempts people
This uses the lower-order coefficients, which vanish in the limit and play no part.

58. Check yourself 2 of 3

Check

Oblique asymptotes. No horizontal does not mean none.

Check your understanding

What is the end behaviour of (x^2 + 1)/x?

  • A. It follows the oblique asymptote y = x (correct)
  • B. It has the horizontal asymptote y = 1
  • C. It has no asymptote at all
  • D. It tends to 0

Answer: A

Why: Dividing gives x + 1/x, and the reciprocal vanishes, leaving the line y = x.

Why B tempts people
The degrees differ, so there is no horizontal asymptote; the function is unbounded.
Why C tempts people
It has both a vertical asymptote at 0 and an oblique one at y = x.
Why D tempts people
The function grows without bound; only the remainder term tends to 0.

59. Check yourself 3 of 3

Check

The growth ranking.

Check your understanding

What is the limit of x^100 / e^x as x grows without bound?

  • A. 0 (correct)
  • B. Infinity
  • C. 1
  • D. It depends on the exponent

Answer: A

Why: The exponential outgrows every power, however large the exponent.

Why B tempts people
This is what a table at x = 100 would suggest, but the crossover happens later and the exponential wins.
Why C tempts people
The two do not grow at comparable rates; one dominates entirely.
Why D tempts people
The exponent affects when the crossover happens, not which family wins.

60. Where this shows up outside the textbook

Real world

A drug is infused at a constant rate and cleared by the body in proportion to its concentration. The resulting blood concentration after t hours is twelve milligrams per litre times the quantity one minus a decaying exponential with rate constant three tenths.

Discussion prompt

Find the long-run concentration, say how the derivative behaves, and explain what the asymptote means for dosing.

Hint: This is a limit at infinity, and the growth ranking settles it.

Answer:

\[ \lim_{t \to \infty}12\left(1 - e^{-0.3t}\right) = 12(1 - 0) = 12 \]

The exponential decays to zero, so the concentration approaches a horizontal asymptote at 12 mg/L. This is the steady state: the rate of infusion and the rate of clearance have come into balance.

\[ C'(t) = 3.6e^{-0.3t} > 0, \quad C'' (t) = -1.08e^{-0.3t} < 0 \]

The derivative is always positive and always decreasing, so the concentration rises throughout while levelling off — one of Section 4.5's four shapes, and exactly what approaching a horizontal asymptote from below looks like.

For dosing this matters practically. The concentration never actually reaches 12, so there is no moment at which the steady state is attained. What clinicians use instead is a threshold: at t equal to about 10 hours the concentration is 11.4, within 5 percent of the asymptote, and that is treated as steady state.

The asymptote also caps what this regimen can achieve. If the therapeutic level required is above 12 mg/L, no amount of waiting will reach it — the infusion rate itself must change. Reading an asymptote as a ceiling rather than a target is the practical content of a limit at infinity.

61. How sure are you?

Commit first

Answer, then rate your confidence honestly.

Predict first

A rational function's numerator has degree one more than its denominator. What follows?

  • It has a horizontal asymptote
  • It has an oblique asymptote, found by dividing
  • It has no asymptote of any kind
  • It tends to zero

Correct: It has an oblique asymptote, found by division.

\[ \frac{x^{2}+1}{x} = x + \frac{1}{x} \;\longrightarrow\; y = x \]

Why: No horizontal asymptote exists, since the function is unbounded — but dividing writes it as a linear quotient plus a proper fraction, and the fraction vanishes at infinity. So the curve follows the line arbitrarily closely at both ends. Concluding no asymptote at all is the standard over-reading of the degree rule, and it produces sketches whose outer branches wander with no destination.

62. Explain it to someone a year behind you

Explain it

They believe a graph can never touch an asymptote.

Discussion prompt

In four sentences or fewer, show them the counterexample and the distinction.

Hint: Use sine over x.

Answer:

Ask them about the quotient of sine by x. Its limit at infinity is 0, so the horizontal axis is an asymptote — and the function equals zero at every multiple of pi, crossing the line infinitely many times.

A horizontal asymptote only says the outputs SETTLE toward that height, not that they stay on one side. A vertical asymptote is different and genuinely cannot be crossed, but only because the function has no value there at all — so the two kinds behave quite differently and the rule they half-remember belongs to one of them.

63. Exit ticket

Exit ticket

Name the weakest spot before you close the deck.

Predict first

Which of these would you least want handed to you cold?

  • Applying the degree rule correctly
  • Spotting when an oblique asymptote exists
  • Handling the sign in a root at negative infinity
  • Following the full sketching checklist in order

Correct: Whichever you picked is tonight's ten minutes, and each has a one-line fix.

Why: For the degree rule, compare degrees first and only then look at coefficients. For oblique asymptotes, check whether the numerator's degree is exactly one higher before concluding there is none. For roots, remember the root of x squared is the absolute value, which flips sign for negative x. For the checklist, do symmetry early and asymptotes before the derivative charts. Do five of your chosen kind rather than twenty mixed ones.

64. Draw the lesson on one page

Connect it up

Paper. Fifteen minutes.

Draw it

At the top, write the degree rule as a three-case table with an example of each, and add a fourth row for the oblique case. Below, take the quotient of 3x squared minus 2x by x squared plus 5, divide top and bottom by x squared, and show every reciprocal vanishing to leave 3. Beside it, take the quotient of x squared plus 1 by x, split it into a line plus a remainder, and sketch the curve with both its asymptotes drawn as dashed lines. In the middle of the page, write the growth ranking from the logarithm to the exponential, and beside it note that sine has no limit rather than an infinite one. In the lower half, work the full checklist for the quotient of x squared by x squared minus 1: domain, symmetry, both vertical asymptotes, the horizontal asymptote, the derivative sign chart split at the asymptotes, and a sketch. In a margin, write which kind of asymptote a curve can cross and why.

If your derivative sign chart for the last function runs straight through x equals 1 without a break, redo it — a vertical asymptote always splits an interval, and a chart that ignores it will claim the function is monotone across a gap it cannot cross.

65. What you can do now

Recap

Five things, and with Section 4.5 they draw a curve from the algebra alone.

If you seeThen
Denominator degree largerHorizontal asymptote y = 0
Equal degreesAsymptote at the leading coefficient ratio
Numerator degree one higherDivide for an oblique asymptote
A root and x tending to negative infinityThe root of x squared is minus x
An exponential against a powerThe exponential wins
A bounded oscillationNo limit, rather than an infinite one
A vertical asymptoteSplit every sign chart there

Section 4.7 puts the extreme-value machinery to work on word problems. Optimisation is Section 4.3's method applied to a quantity you must first construct from a description, and the construction is where those problems are won or lost.

OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes §4.6, pp. 354-380 — everything on these slides traces back here

Sources

  1. OpenStax Calculus Volume 1, §4.6 Limits at Infinity and Asymptotes — Strang & Herman, OpenStax / Rice University, CC BY-NC-SA 4.0, pp. 354-380
  2. Stewart, Calculus: Early Transcendentals 8e, §2.6 Limits at Infinity; Horizontal Asymptotes — James Stewart, Cengage Learning, 2016, pp. 126-139
  3. Stewart, Calculus: Early Transcendentals 8e, §4.5 Summary of Curve Sketching — James Stewart, Cengage Learning, 2016, pp. 315-322

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