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AP Calc AB · Mathematics
Limits and Continuity · Limits

Evaluating Limits Algebraically

Before you start, make sure you know: Calculation of limits of functions (Precalculus)

Plug $x = 3$ into $h(x) = \dfrac{x^2 - 9}{x - 3}$ and you get $\dfrac{0}{0}$, which tells you nothing. Yet on a graphing calculator the graph looks like a clean line with one tiny hole. How high is the hole? In this section you will build a toolkit of moves (factor, use a conjugate, compare growth, use special limits, apply L'Hôpital) so that $\frac{0}{0}$ and its relatives stop being scary.

Reading limits: one-sided and infinite

A limit describes where $f(x)$ is heading as $x$ gets close to $a$. It does not care what happens exactly at $x = a$. To decide if the heading is the same from both directions, look at each side separately.

Graph with a jump at x = 2: the left branch heads toward height 3, the right branch starts near height 1 and levels off toward the horizontal asymptote y = 2, and the isolated point (2, 4) is plotted. f(2) = 4 y = 2 2 4 3 2 1

Infinite limits and vertical asymptotes

When the denominator shrinks to $0$ but the numerator does not, the quotient blows up. Use signs to decide whether it goes to $+\infty$ or $-\infty$.

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Given the graph of the function $f(x)$ shown below, visually identify the value of the following limits: a) $\lim_{x \to 2^-} f(x)$ b) $\lim_{x \to 2^+} f(x)$ c)…

Given the graph of the function $f(x)$ shown below, visually identify the value of the following limits:

  1. a) $\lim_{x \to 2^-} f(x)$
  1. b) $\lim_{x \to 2^+} f(x)$
  1. c) $\lim_{x \to +\infty} f(x)$
1 2 4 6 1 3 −1 −3 0 x y x=2 f(x)
Solve
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Calculate the one-sided limits of the function $f(x) = \frac{3}{x - 5}$ at the point where the denominator equals zero. To do this, complete the study of the trend from…

Calculate the one-sided limits of the function $f(x) = \frac{3}{x - 5}$ at the point where the denominator equals zero. To do this, complete the study of the trend from the left and from the right:

  1. a) $\lim_{x \to 5^-} \frac{3}{x - 5}$
  1. b) $\lim_{x \to 5^+} \frac{3}{x - 5}$

Use the representation of the vertical asymptote to help you:

x y 0 5 x=5 f(x) x→5⁻ f(x)→-∞ x→5⁺ f(x)→+∞
Solve

Factoring and canceling

Always start with direct substitution: plug in $x = a$. If you get a number, that's the limit (for polynomials, rational functions with a nonzero denominator, roots, $\sin$, $\cos$, $e^x$, $\ln x$ inside their domains). If you get $\frac{\text{nonzero}}{0}$, use the sign analysis from the last section. If you get $\frac{0}{0}$, it is an indeterminate form: it means a common factor $(x - a)$ is hiding in both numerator and denominator.

A fraction whose numerator and denominator share the factor (x − 2); the common factor cancels, and the limit is computed from what remains. (x−2)·(x+1) (x−2)·(x+2) the factor (x−2) cancels: compute the limit with what is left

Canceling is legal because a limit only looks at $x$ near $a$, never at $a$ itself. So $\frac{x-3}{x-3} = 1$ for every $x$ the limit looks at.

That answers the opening question: the graph of $h$ is the line $y = x + 3$ with a hole at $(3, 6)$, so the hole is at height $6$.

For higher-degree polynomials you need to find the factor first. If $x = a$ makes the polynomial $0$, then $(x - a)$ is a factor, and synthetic division finds the rest. Some problems call this Ruffini's rule: it is the same as synthetic division.

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The altitude of a reconnaissance drone (in feet) with respect to the horizontal distance $x$ traveled is given by the function $h(x) = \frac{x^2 - 9}{x - 3}$. Although…

The altitude of a reconnaissance drone (in feet) with respect to the horizontal distance $x$ traveled is given by the function $h(x) = \frac{x^2 - 9}{x - 3}$. Although the drone cannot physically be at position $x = 3$ due to a software restriction, calculate the limit of the altitude as it approaches this point:

$$\lim_{x \to 3} \frac{x^2 - 9}{x - 3}$$
Solve
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Resolve the indeterminate form of type $\frac{0}{0}$ by simplifying the fraction through the factorization of the polynomials (you can use algebraic identities or…

Resolve the indeterminate form of type $\frac{0}{0}$ by simplifying the fraction through the factorization of the polynomials (you can use algebraic identities or Ruffini's rule):

$$\lim_{x \to 2} \frac{x^2 - 4}{x^2 - 2x}$$
Solve

Radicals: multiply by the conjugate

When the $\frac{0}{0}$ comes from a square root, factoring won't help. Use the conjugate: the same expression with the opposite sign in the middle. The product of conjugates removes the root:

$$(\sqrt{A} - B)(\sqrt{A} + B) = A - B^2.$$

You multiply the numerator and the denominator by the conjugate, which is the same as multiplying by $1$, so the value does not change.

The graph shows the hole at height $\frac{1}{4}$ when $x = 0$.

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A precision sensor in a nanotechnology laboratory measures the force of attraction between two particles. The signal strength $S$ as a function of the distance $x$ (in…

A precision sensor in a nanotechnology laboratory measures the force of attraction between two particles. The signal strength $S$ as a function of the distance $x$ (in nanometers) is expressed by the following function:

$$S(x) = \frac{\sqrt{x+5} - 3}{x-4}$$

Calculate the value to which the signal tends as the distance $x$ approaches $4$ nanometer. Explain what mathematical technique you have used to resolve the indeterminate form.

x (nm) S(x) S(x) 0 −5 −4 8 12 0.1 0.2 0.3 4 1/6
Solve

Polynomials and rational functions at infinity

As $x \to \pm\infty$, the term with the highest power is so much bigger than the rest that it controls everything. To see this, factor it out.

$$-2x^3 + 50x^2 - 100 = x^3\left(-2 + \frac{50}{x} - \frac{100}{x^3}\right).$$

The fractions inside the parentheses go to $0$, so the parentheses tend to $-2$ while $x^3 \to +\infty$. The sign of the leading coefficient therefore decides the answer. For example, $5x^3 - 40x^2 + 7 \to +\infty$ as $x \to +\infty$ but $\to -\infty$ as $x \to -\infty$ (odd degree flips the sign).

For a quotient, divide the numerator and denominator by the highest power of $x$ in the denominator.

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Calculate the limit at infinity of the following polynomial function, which represents the evolution of the profits of a tech startup (in thousands of dollars) over time…

Calculate the limit at infinity of the following polynomial function, which represents the evolution of the profits of a tech startup (in thousands of dollars) over time $x$:

$$\lim_{x \to +\infty} ( -2x^3 + 50x^2 - 100 )$$

Indicate which is the dominant term and justify why the sign of the leading coefficient determines the final behavior of the function.

Solve
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A video game server manages the number of connected players using the function $P(x) = \frac{6x^2 + 20}{2x^2 + 5}$, where $x$ is the time in hours since the launch of an…

A video game server manages the number of connected players using the function $P(x) = \frac{6x^2 + 20}{2x^2 + 5}$, where $x$ is the time in hours since the launch of an event. Calculate the limit of players as time tends to infinity:

$$\lim_{x \to +\infty} \frac{6x^2 + 20}{2x^2 + 5}$$
Solve
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In a chemistry laboratory, the concentration of a reactant in a mixture (in mg/l) follows the function $C(t) = \frac{5t + 8}{t^2 + 2}$, where $t$ is the time in minutes.…

In a chemistry laboratory, the concentration of a reactant in a mixture (in mg/l) follows the function $C(t) = \frac{5t + 8}{t^2 + 2}$, where $t$ is the time in minutes. Determine what value the concentration tends to in the long term by calculating:

$$\lim_{t \to +\infty} \frac{5t + 8}{t^2 + 2}$$
Solve

Radicals at infinity and $\infty - \infty$

A square root of a polynomial also has a dominant term. For large positive $x$, $\sqrt{x^4 + x} \approx \sqrt{x^4} = x^2$ and $\sqrt{x^2 + 6x} \approx x$. To handle it exactly, divide by the right power of $x$ and move it inside the root.

When you get $\infty - \infty$, such as $\sqrt{x^2 + 4x} - x$, the conjugate is again the tool. It turns the difference into a quotient.

What does the answer $2$ mean on a graph? The vertical gap between the curve $y = \sqrt{x^2 + 4x}$ and the line $y = x$ tends to $2$. The curve hugs the line $y = x + 2$ (a slant asymptote).

The curve y = √(x² + 4x) for x ≥ 0 approaching the slanted line y = x + 2, so the vertical gap between the curve and the line y = x tends to 2. y = x + 2 gap → 2 y = x y = √(x² + 4x)
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In the study of the spread of news on social media, it is estimated that the number of users reached $U$ (in thousands) after $t$ hours follows the expression: $$U(t) =…

In the study of the spread of news on social media, it is estimated that the number of users reached $U$ (in thousands) after $t$ hours follows the expression:

$$U(t) = \frac{5t^2 - 3t + 2}{2t^2 + \sqrt{t^4 + 1}}$$

Calculate the limit of users reached as time increases indefinitely ($t \to +\infty$). Does the function have any horizontal asymptotes? Justify your answer by comparing the degrees of the dominant terms.

Solve
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Calculate the following limit by resolving the indeterminate form of type $\infty - \infty$ using the conjugate expression: $$\lim_{x \to +\infty} \left( \sqrt{x^2 + 6x}…

Calculate the following limit by resolving the indeterminate form of type $\infty - \infty$ using the conjugate expression:

$$\lim_{x \to +\infty} \left( \sqrt{x^2 + 6x} - x \right)$$

Graphically represent in a schematic way what this result means regarding the distance between the radical function and the line $y = x$.

Solve
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A satellite follows a trajectory whose radial distance to the center of a planet, in thousands of miles, is given by $d(x) = \sqrt{x^2 + ax} - \sqrt{x^2 - 1}$, where $x$…

A satellite follows a trajectory whose radial distance to the center of a planet, in thousands of miles, is given by $d(x) = \sqrt{x^2 + ax} - \sqrt{x^2 - 1}$, where $x$ represents the mission time. Knowing that after a long time ($x \to +\infty$) the distance stabilizes at $4$ thousand miles, determine the value of the orbital constant $a$.

d = 4 Planet d(x) Time (x) Distance d(x) 1 2 3 4 y = 4 x → +∞ d(x) → 4
Solve

Comparing growth: logs, powers, exponentials

For quotients like $\frac{\infty}{\infty}$ that mix $\ln x$, powers $x^k$ and exponentials $a^x$, you can decide by asking "who grows faster?"

The graph shows $x^3$ staying ahead for a while, but $2^x$ overtakes it near $x = 10$ and then runs away. Among exponentials, the bigger base wins. For example $\dfrac{2^x}{3^x} = \left(\dfrac{2}{3}\right)^x \to 0$, while $\dfrac{3^x}{2^x} \to +\infty$. Also $\ln(x^{10} + 5)$ behaves like $10 \ln x$, so it is still a logarithm.

To evaluate a limit with several kinds of terms, divide top and bottom by the dominant term of the denominator (or the biggest one overall).

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Based on the comparison of orders of infinity, determine the value of the following limits without performing complex operations: a)…

Based on the comparison of orders of infinity, determine the value of the following limits without performing complex operations:

  1. a) $\lim_{x \to +\infty} \frac{e^x}{x^{10}}$
  1. b) $\lim_{x \to +\infty} \frac{\ln(x)}{x^2}$
  1. c) $\lim_{x \to +\infty} \frac{2^x}{3^x}$
Solve
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Calculate the value of the following limits by comparing the orders of infinity of the functions involved (exponentials, powers and logarithms): a)…

Calculate the value of the following limits by comparing the orders of infinity of the functions involved (exponentials, powers and logarithms):

  1. a) $\lim_{x \to +\infty} \frac{\ln(x^{10} + 5)}{x}$
  1. b) $\lim_{x \to +\infty} \frac{3^x}{x^2 + 100x}$
  1. c) $\lim_{x \to +\infty} \frac{e^x + x^5}{2e^x - \sqrt{x}}$
x y x → +∞ ln(x) xⁿ aˣ ORDERS OF INFINITY ln(x) ≪ xⁿ ≪ aˣ
Solve
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Calculate the value of the following limit by applying the comparison of infinities or L'Hôpital's Rule, analysing in detail the order of magnitude of each term:…

Calculate the value of the following limit by applying the comparison of infinities or L'Hôpital's Rule, analysing in detail the order of magnitude of each term:

$$\lim_{x \to +\infty} \frac{e^x + x^{10}}{2e^x - \ln(x^5 + 1)}$$

Which term dominates the growth of the function in the numerator and which in the denominator?

Solve

Special trig limits

Plugging $x = 0$ into $\dfrac{\sin x}{x}$ gives $\frac{0}{0}$, and there is nothing to factor. This limit is so important that you simply memorize it, along with its cousins.

The graph of $\frac{\sin x}{x}$ has a hole at $x = 0$ at height $1$, exactly where the limit says it should be.

Some problems call this idea equivalent infinitesimals: near $0$, $\sin x \approx x$, $\tan x \approx x$ and $1 - \cos x \approx \frac{x^2}{2}$. That is the same set of facts as above, so use whichever way of writing it you prefer.

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Calculate the limit at the point $x = 0$ of the following trigonometric expression, using equivalent infinitesimals or known trigonometric identities: $$\lim_{x \to 0}…

Calculate the limit at the point $x = 0$ of the following trigonometric expression, using equivalent infinitesimals or known trigonometric identities:

$$\lim_{x \to 0} \frac{x \cdot \text{tg}(3x)}{\cos(x) - 1}$$

Hint: Remember that for very small values of $x$, $\text{tg}(ax) \approx ax$ and $1 - \cos(x) \approx \frac{x^2}{2}$.

Solve

L'Hôpital's Rule

Some $\frac{0}{0}$ limits resist factoring and conjugates, and some mix exponentials, logs and polynomials. L'Hôpital's Rule handles them using derivatives.

Powers: take the natural log

For forms like $0^0$, $\infty^0$ or $1^\infty$, set $y = f(x)^{g(x)}$, so that $\ln y = g(x) \ln f(x)$. That turns the power into a product. Find the limit of $\ln y$, then undo the log with $e^{(\cdot)}$.

The next problems all use this section. Remember from the first section that a two-sided limit exists only if both one-sided limits agree.

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In the design of a new ramp for a skatepark, engineers need to ensure that the transition between two sections of the track is smooth (continuous). The height of the…

In the design of a new ramp for a skatepark, engineers need to ensure that the transition between two sections of the track is smooth (continuous). The height of the ramp $h(x)$ in feet is given by the following function:

$$h(x) = \begin{cases} \dfrac{\ln(1 + kx)}{x} & \text{if } x > 0 \\ \cos(x) + a & \text{if } x \le 0 \end{cases}$$

Determine the values of the parameters $k$ and $a$ so that $\displaystyle \lim_{x \to 0} h(x)$ exists and is equal to the initial height of the ramp, which is $2$ feet.

Solve
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Determine with reasoning the value of the parameters $a$ and $b$ (where $a, b \in \mathbb{R}$) so that the following equality of limits holds: $$\lim_{x \to 0}…

Determine with reasoning the value of the parameters $a$ and $b$ (where $a, b \in \mathbb{R}$) so that the following equality of limits holds:

$$\lim_{x \to 0} \frac{ax^2 + bx + 1 - e^x}{x^2} = 3$$

Hint: Note that for the limit to be finite, the numerator must equal zero at the point in the same way as the denominator.

Solve
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Study the behavior of the function $f(x) = \left( \cos x \right)^{1/x^2}$ as $x$ approaches zero. To do this, calculate: $$\lim_{x \to 0} (\cos x)^{1/x^2}$$ Explain why…

Study the behavior of the function $f(x) = \left( \cos x \right)^{1/x^2}$ as $x$ approaches zero. To do this, calculate:

$$\lim_{x \to 0} (\cos x)^{1/x^2}$$

Explain why this limit results in an indeterminate form of the type $1^\infty$ and solve using natural logarithms or the specific formula for this type of limit.

Solve

The number e and the form $1^\infty$

A base that tends to $1$ raised to a power that tends to infinity is not automatically $1$. The base is slightly off $1$, and a huge exponent magnifies that. The outcome depends on the race between the two.

The graph of $\left(1 + \frac{1}{x}\right)^x$ climbs toward $e \approx 2.718$, not toward $1$ and not toward infinity.

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The growth of a bird population in a protected nature reserve is governed by the following idealised continuous compound interest law: $$P(t) = \left( \frac{3t + 5}{3t -…

The growth of a bird population in a protected nature reserve is governed by the following idealised continuous compound interest law:

$$P(t) = \left( \frac{3t + 5}{3t - 2} \right)^{2t}$$

Calculate the limit of the population as time $t$ tends to infinity. Express the result in terms of the number $e$.

Solve
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A multiplayer video game server has detected that the number of active users, $N(t)$, in thousands, follows an exponential growth model as a function of time $t$ (in…

A multiplayer video game server has detected that the number of active users, $N(t)$, in thousands, follows an exponential growth model as a function of time $t$ (in months) defined by the expression:

$$N(t) = \left( \frac{3t^2 + 5t + 1}{3t^2 + 2t} \right)^{2t}$$

Calculate the limit of active users as time tends to infinity ($t \to +\infty$). Does the player population stabilise at a finite value or grow indefinitely?

0 t (months) N(t) (thousands) L = ? N(t) t → +∞
Solve
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Calculate the value of the limit of the following sequence, which frequently appears in continuous compound interest and probability problems: $$\lim_{n \to \infty}…

Calculate the value of the limit of the following sequence, which frequently appears in continuous compound interest and probability problems:

$$\lim_{n \to \infty} \left( \sqrt{n^2 + n} - n \right)^n$$

Note: This exercise requires careful treatment of the internal indeterminate form before evaluating the overall power.

Solve

Parameters, piecewise functions, and discontinuities

Two kinds of questions come up all the time: "find the constant so that the limit is finite (or two pieces match)" and "what kind of discontinuity is this?"

Graph with a removable discontinuity at x = a: the curve approaches height L from both sides with an open circle there, while the function value f(a) is a separate point at a different height. limit L f(a) ≠ L removable discontinuity at x = a
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Given the rational function depending on a parameter $k \in \mathbb{R}$: $$f(x) = \frac{x^3 - kx^2 + 4}{x-2}$$ Find the value of $k$ so that the limit…

Given the rational function depending on a parameter $k \in \mathbb{R}$:

$$f(x) = \frac{x^3 - kx^2 + 4}{x-2}$$

Find the value of $k$ so that the limit $\lim_{x \to 2} f(x)$ is finite. Once this value is found, calculate the value of the limit.

Solve
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Consider the piecewise function $f(x)$: $$f(x) = \begin{cases} \frac{x^2 - 9}{x - 3} & \text{if } x < 3 \\ \sqrt{2x + a} & \text{if } x \ge 3 \end{cases}$$ Calculate the…

Consider the piecewise function $f(x)$:

$$f(x) = \begin{cases} \frac{x^2 - 9}{x - 3} & \text{if } x < 3 \\ \sqrt{2x + a} & \text{if } x \ge 3 \end{cases}$$

Calculate the value of the parameter $a$ so that the limit of the function exists at the point $x = 3$. What is the value of this limit?

Solve
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Let the function be $g(x) = \dfrac{x^3 - 2x^2 + k}{x^2 - 4}$. Calculate the value of $k$ so that the limit of the function as $x \to 2$ is finite. Once $k$ is found,…

Let the function be $g(x) = \dfrac{x^3 - 2x^2 + k}{x^2 - 4}$. Calculate the value of $k$ so that the limit of the function as $x \to 2$ is finite. Once $k$ is found, calculate this limit and classify the type of discontinuity the function presents at $x = 2$ and at $x = -2$.

X Y 0 x = −2 g(x) 2 1
Solve

Summary

See all the exercises in this section