Calculating Limits. Indeterminate Forms
Ximena sells juices at an open-air market (a tianguis) in Puebla. Between the rent for her stand and the ingredients, the average cost per juice is $C(x)=\dfrac{8x+600}{x}$ pesos, where $x$ is the number of juices sold per day. If she sells a huge number, how much does each juice cost her? And what happens if she sells none? To answer, you need a fixed method for calculating limits: substitute, detect whether an indeterminate form appears, and apply the technique that resolves it. That is what we practice here.
Direct substitution
A limit describes the value that $f(x)$ approaches as $x$ approaches $a$, no matter what happens exactly at $x=a$. One way to see this is with a table. For $g(x)=\dfrac{x^2-1}{x-1}$ and $x$ near $1$:
| $x$ | $0.9$ | $0.99$ | $0.999$ | $1.001$ | $1.01$ | $1.1$ |
|---|---|---|---|---|---|---|
| $g(x)$ | $1.9$ | $1.99$ | $1.999$ | $2.001$ | $2.01$ | $2.1$ |
From both sides, $g(x)$ approaches $2$, even though $g(1)$ doesn't even exist. That is why we say $\displaystyle\lim_{x\to1} g(x)=2$.
You can also read it from a graph: the limit is the height the curve "points to," even if there is a hole at that point or the point sits somewhere else.
Calculate the following direct limits by substituting directly into the expression for the function: a) $\displaystyle \lim_{x \to 3} (x^2 - 5x + 2)$ b)…
Calculate the following direct limits by substituting directly into the expression for the function:
- a) $\displaystyle \lim_{x \to 3} (x^2 - 5x + 2)$
- b) $\displaystyle \lim_{x \to -1} \frac{2x + 4}{x^2 + 1}$
- c) $\displaystyle \lim_{x \to 0} e^{x+1}$
To understand the concept of a limit, let us analyse the behavior of the function $f(x) = \frac{x^2 - 4}{x - 2}$ as the values of $x$ get very close to $2$, without…
To understand the concept of a limit, let us analyse the behavior of the function $f(x) = \frac{x^2 - 4}{x - 2}$ as the values of $x$ get very close to $2$, without being exactly $2$.
Complete the following table of values using your calculator and predict what the value of $\displaystyle \lim_{x \to 2} f(x)$ will be:
| $x$ | $1.9$ | $1.99$ | $1.999$ | $2.001$ | $2.01$ | $2.1$ |
|---|---|---|---|---|---|---|
| $f(x)$ |
Given the graph of the function $f(x)$ shown below, determine visually the value of the following limits: a) $\displaystyle \lim_{x \to -2} f(x)$ b)…
Given the graph of the function $f(x)$ shown below, determine visually the value of the following limits:
- a) $\displaystyle \lim_{x \to -2} f(x)$
- b) $\displaystyle \lim_{x \to 0} f(x)$
- c) $\displaystyle \lim_{x \to 3} f(x)$
The $\frac00$ indeterminate form with polynomials
If substituting gives $\frac00$, that does not mean the limit doesn't exist: it means the numerator and denominator share a common factor $(x-a)$ that makes both vanish at once. Factor, cancel, and substitute again.
When the polynomial has degree 3 or higher, synthetic division finds the other factor. With a known root, you write the coefficients and then "bring down" and multiply.
Calculate the value of the following limit by resolving the indeterminate form $\frac{0}{0}$ through simplifying the fraction (taking out a common factor or…
Calculate the value of the following limit by resolving the indeterminate form $\frac{0}{0}$ through simplifying the fraction (taking out a common factor or factorising):
$$\displaystyle \lim_{x \to 5} \frac{x^2 - 5x}{x - 5}$$Calculate the value of the following limit by resolving the indeterminate form $\frac{0}{0}$ through polynomial factorisation (you may use Ruffini's rule if necessary):…
Calculate the value of the following limit by resolving the indeterminate form $\frac{0}{0}$ through polynomial factorisation (you may use Ruffini's rule if necessary):
$$\lim_{x \to 2} \frac{x^3 - 3x^2 + 4}{x^2 - 4x + 4}$$The $\frac{k}{0}$ case: one-sided limits
If substitution gives a nonzero number divided by zero, it is not an indeterminate form: the function grows or decreases without bound near $a$ (there is a vertical asymptote). To find out which direction, study the sign on each side.
Also remember that a limit at a point exists only if the two one-sided limits agree: $\displaystyle\lim_{x\to a}f(x)=L \iff \lim_{x\to a^-}f(x)=\lim_{x\to a^+}f(x)=L$.
Calculate the limit of the following rational function at the point $x = 1$. Note that if you obtain the form $\frac{k}{0}$, you must examine the one-sided limits to…
Calculate the limit of the following rational function at the point $x = 1$. Note that if you obtain the form $\frac{k}{0}$, you must examine the one-sided limits to decide whether the limit is $+\infty$, $-\infty$ or does not exist:
$$\lim_{x \to 1} \frac{x^2 + 3x}{x^2 - 1}$$Given the graph of the function $f(x)$ shown below, analyse its behavior at the critical points and determine the following values: a) $\lim_{x \to -2^-} f(x)$ and…
Given the graph of the function $f(x)$ shown below, analyse its behavior at the critical points and determine the following values:
- a) $\lim_{x \to -2^-} f(x)$ and $\lim_{x \to -2^+} f(x)$
- b) $\lim_{x \to 1} f(x)$
- c) $\lim_{x \to 3^-} f(x)$ and $\lim_{x \to 3^+} f(x)$
- d) Does the overall limit exist at $x = 3$? Justify your answer based on the one-sided limits.
The $\frac\infty\infty$ indeterminate form: comparing degrees
When the numerator and denominator both approach infinity, the result depends on which term "dominates" in each: the one of highest degree.
Resolve the indeterminate form $\frac{\infty}{\infty}$ in the following cases by comparing the degrees of the polynomials: a)…
Resolve the indeterminate form $\frac{\infty}{\infty}$ in the following cases by comparing the degrees of the polynomials:
- a) $\displaystyle \lim_{x \to +\infty} \frac{4x^2 - 3x + 1}{2x^2 + 5}$
- b) $\displaystyle \lim_{x \to +\infty} \frac{x + 10}{x^2 - 2}$
- c) $\displaystyle \lim_{x \to +\infty} \frac{x^3 - 1}{100x^2 + x}$
In a company's cost analysis, it has been determined that the average cost of manufacturing $x$ units of a new tech gadget is given by the function: $$C(x) = \frac{15x +…
In a company's cost analysis, it has been determined that the average cost of manufacturing $x$ units of a new tech gadget is given by the function:
$$C(x) = \frac{15x + 300}{x + 10}$$Calculate the limit $\displaystyle \lim_{x \to +\infty} C(x)$ and interpret the result in the context of the problem (what happens to the cost per unit if production increases massively?).
The number of followers of a beginner "streamer" channel during the first months follows the function $S(t) = \frac{200t^2}{t^2 + 4}$, where $t$ is the time in months.…
The number of followers of a beginner "streamer" channel during the first months follows the function $S(t) = \frac{200t^2}{t^2 + 4}$, where $t$ is the time in months. The graph shows the evolution of $S(t)$.
- a) How many followers does the channel have at the start ($t=0$)?
- b) Use limit calculation to find out how many followers the channel will tend to in the long term (when $t \to +\infty$).
Toward $-\infty$ and with roots in the quotient
When $x\to-\infty$, the rule of degrees still holds, but you have to watch the sign: an odd power of a very large negative number is negative.
If there is a root, pull out the largest factor as if it were a power: $\sqrt{x^4+3x^2}=\sqrt{x^4}\sqrt{1+3/x^2}=x^2\sqrt{1+3/x^2}$, and $\sqrt{1+3/x^2}\to1$. So $\sqrt{x^4+3x^2}$ "behaves" like $x^2$ (degree 2).
Calculate the limit at infinity of the following rational function and justify your answer: $$\displaystyle \lim_{x \to -\infty} \frac{3x^3 + 2x - 1}{x^3 + 4}$$
Calculate the limit at infinity of the following rational function and justify your answer:
$$\displaystyle \lim_{x \to -\infty} \frac{3x^3 + 2x - 1}{x^3 + 4}$$Calculate the following limits by analysing the degree of the polynomials and the highest power terms (indeterminate form $\frac{\infty}{\infty}$): a)…
Calculate the following limits by analysing the degree of the polynomials and the highest power terms (indeterminate form $\frac{\infty}{\infty}$):
- a) $\lim_{x \to +\infty} \frac{2x^2 - 5x + 1}{\sqrt{x^4 + 3x^2}}$
- b) $\lim_{x \to -\infty} \frac{x^3 + 2}{x^2 + 10}$
Hierarchy of infinities
When exponentials, polynomials, and logarithms all appear, you need to know which one grows fastest.
In the analysis of the spread of news on a social network, the function $P(t) = \dfrac{100}{1 + 20 \times e^{-0.5t}}$ is used, where $P$ is the percentage of the…
In the analysis of the spread of news on a social network, the function $P(t) = \dfrac{100}{1 + 20 \times e^{-0.5t}}$ is used, where $P$ is the percentage of the population aware of the news and $t$ is the time in hours.
-
a) Calculate $\lim_{t \to \infty} P(t)$ and interpret the result in the context of the problem.
-
b) If the rate of spread is given by the derivative (which we will study later, but suppose you are given the simplified expression for relative growth), analyse what happens to the difference $100 - P(t)$ as $t \to \infty$.
-
c) Determine, with reasoning, whether the function has any vertical asymptotes.
Analyse the hierarchy of infinities to evaluate the following limit, justifying each step according to the rate of growth of the functions involved (exponential,…
Analyse the hierarchy of infinities to evaluate the following limit, justifying each step according to the rate of growth of the functions involved (exponential, polynomial and logarithmic):
$$\lim_{x \to \infty} \frac{3^x + x^{10} - \ln(x^5)}{2 \times 3^{x-1} + \sqrt{x^{20} + 1}}$$Would the result change if the base of the exponential in the denominator were $e$ instead of $3$? Justify your answer based on the comparison of orders of magnitude.
The conjugate: radicals with $\frac00$ and $\infty-\infty$
When the indeterminate form includes a root, neither factoring nor comparing degrees works directly. You multiply and divide by the conjugate, which eliminates the root using the special product of conjugate binomials.
It also resolves $\infty-\infty$ when $x\to+\infty$.
A courier company has determined that its daily costs in pesos are given by the function $C(x) = \sqrt{9x^2 + 5x} - 3x$, where $x$ represents the number of deliveries…
A courier company has determined that its daily costs in pesos are given by the function $C(x) = \sqrt{9x^2 + 5x} - 3x$, where $x$ represents the number of deliveries made in hundreds.
Calculate the limit of the costs as the delivery volume increases indefinitely ($\lim_{x \to +\infty} C(x)$). Interpret the result obtained in the context of the problem.
Calculate the limit of the following expression by resolving the indeterminate form $\infty - \infty$ using the conjugate: $$\lim_{x \to \infty} \left( \sqrt{x^2 + ax} -…
Calculate the limit of the following expression by resolving the indeterminate form $\infty - \infty$ using the conjugate:
$$\lim_{x \to \infty} \left( \sqrt{x^2 + ax} - \sqrt{x^2 - ax} \right)$$If the result of the limit is $L = 4$, what must the value of the parameter $a$ be? Compare this result with the limit of the same function as $x \to -\infty$.
Roots, parameters, and $x\to-\infty$
When the result of an $\infty-\infty$ with roots must be finite, that condition lets you find parameters: the coefficient of $x$ outside the root has to equal the coefficient of the root. For example, in $\sqrt{4t^2+5t+1}-(at+b)$, the root "looks like" $2t$, so $a=2$ keeps the limit from being infinite. Then you compute $b$ with the conjugate.
This gives different horizontal asymptotes: in the example, $y=2$ toward $+\infty$ and $y=0$ toward $-\infty$.
A chain of gyms estimates that the cumulative number of members (in thousands) follows the function $B(t) = \sqrt{4t^2 + 5t + 1} - (at + b)$, where $t$ is the time in…
A chain of gyms estimates that the cumulative number of members (in thousands) follows the function $B(t) = \sqrt{4t^2 + 5t + 1} - (at + b)$, where $t$ is the time in years.
-
a) Determine the value of $a$ so that, in the long term ($t \to \infty$), the number of members neither grows indefinitely nor becomes negative (that is, so that the limit is a finite real value).
-
b) For the value of $a$ found in the previous part, calculate the value of $b$ required for the limit of the number of members as time tends to infinity to be exactly $3$ thousand.
Study the behavior at infinity of the following function by calculating the limits as $x \to +\infty$ and as $x \to -\infty$: $$f(x) = \frac{x - \sqrt{x^2 + 3x}}{2x +…
Study the behavior at infinity of the following function by calculating the limits as $x \to +\infty$ and as $x \to -\infty$:
$$f(x) = \frac{x - \sqrt{x^2 + 3x}}{2x + 5}$$Pay special attention to the sign change when you bring factors into or take them out of the root when the variable tends to minus infinity. Justify whether horizontal asymptotes exist in both directions and, if so, write their equations.
The $1^\infty$ indeterminate form: the number $e$
When the base approaches $1$ and the exponent approaches infinity, you cannot just substitute: the result is expressed using $e\approx2.71828$.
Evaluate the following limit that leads to an indeterminate form of type $1^\infty$ using the formula related to the number $e$: $$\lim_{x \to +\infty} \left( \frac{2x +…
Evaluate the following limit that leads to an indeterminate form of type $1^\infty$ using the formula related to the number $e$:
$$\lim_{x \to +\infty} \left( \frac{2x + 3}{2x - 1} \right)^{3x}$$The number of followers of a new "influencer" on a social network follows the model given by the function $S(t) = 500 \times \left( 1 + \frac{2}{t+1} \right)^t$, where…
The number of followers of a new "influencer" on a social network follows the model given by the function $S(t) = 500 \times \left( 1 + \frac{2}{t+1} \right)^t$, where $t$ is the time in months since he opened his account.
- a) Calculate $\lim_{t\to+\infty} S(t)$ and, from it, state the trend in the number of followers as time grows indefinitely. Justify your answer by calculating limits.
- b) Write the equation of the horizontal asymptote of $S(t)$ as $t\to+\infty$ and interpret its meaning in the context of the problem.
Calculate the value of the following limit involving an indeterminate form of type $1^\infty$ in the context of continuous compound interest: $$\lim_{x \to \infty}…
Calculate the value of the following limit involving an indeterminate form of type $1^\infty$ in the context of continuous compound interest:
$$\lim_{x \to \infty} \left( \frac{5x^2 + 3x - 2}{5x^2 - 2x + 4} \right)^{\frac{x^2 + 1}{x}}$$Then, explain what would happen to the value of the limit if the degree of the exponent were $2$ instead of $1$.
Parameters and the existence of the limit
For a limit to exist at a point, the two one-sided limits must be equal. If the function has a parameter, that equality (or the existence of a finite limit) lets you solve for it.
If the parameter is in a fraction whose denominator vanishes, you require the numerator to vanish too: for the limit to be finite, there must be a common factor. Then you factor using synthetic division and impose the value of the limit.
For limits with exponentials near $x=0$, use the fact that $\displaystyle\lim_{x\to0}\dfrac{e^{kx}-1}{x}=k$ (for very small $x$, $e^{kx}\approx1+kx$; check it with your calculator at $x=0.001$).
Determine the value of the parameter $k \in \mathbb{R}$ so that the limit of the function $f(x)$ exists at the point $x = 1$, given the function: $$f(x) = \begin{cases}…
Determine the value of the parameter $k \in \mathbb{R}$ so that the limit of the function $f(x)$ exists at the point $x = 1$, given the function:
$$f(x) = \begin{cases} \frac{x^2 - k}{x+2} & \text{if } x < 1 \\ 2x - 5 & \text{if } x \ge 1 \end{cases}$$For that value of $k$, what is the value of the limit?
Given the rational function $f(x) = \dfrac{x^3 + ax^2 + bx + 2}{x^2 - 1}$, determine the values of the real parameters $a$ and $b$ knowing that the finite limit of the…
Given the rational function $f(x) = \dfrac{x^3 + ax^2 + bx + 2}{x^2 - 1}$, determine the values of the real parameters $a$ and $b$ knowing that the finite limit of the function exists as $x$ tends to $1$ and that this limit is exactly $L = -2$. Once you have found the parameters, justify with reasoning whether the function has a vertical asymptote at $x = -1$.
Given the piecewise function: $$g(x) = \begin{cases} \dfrac{e^{kx} - 1}{x} & \text{if } x < 0 \\ \dfrac{\sqrt{x+4} - 2}{x} & \text{if } x > 0 \end{cases}$$ Calculate the…
Given the piecewise function:
$$g(x) = \begin{cases} \dfrac{e^{kx} - 1}{x} & \text{if } x < 0 \\ \dfrac{\sqrt{x+4} - 2}{x} & \text{if } x > 0 \end{cases}$$Calculate the value that the parameter $k$ should take so that the limit of the function exists at the point $x = 0$. Is it possible to assign a value to $g(0)$ so that the function is continuous at that point? Justify your answer using the concept of one-sided limits and indeterminate forms.
Back to the beginning: for Ximena's stand, $C(x)=\dfrac{8x+600}{x}$. If she sells none ($x\to0^+$) you get $\frac{600}{0^+}$, which grows without bound: with no sales, the cost per juice skyrockets. If she sells a huge number ($x\to\infty$), it is $\frac\infty\infty$ with the same degree and the limit is $\frac81=8$: each juice costs about $\$8$.