Calculating Limits
A reconnaissance drone flies at height $h(x)=\dfrac{x^2-9}{x-3}$ meters, where $x$ is the horizontal distance traveled. At $x=3$ the formula gives $\frac{0}{0}$, which makes no sense. Even so, the height "wants" to approach a specific value. What is it? Learning to find it is what calculating limits is all about.
First, substitute
The first step is always the same: substitute the value that $x$ approaches and see what comes out.
| Result of substituting | What it means |
|---|---|
| A number | That number is the limit. |
| $\dfrac{k}{0}$ with $k\neq 0$ | The limit is $+\infty$, $-\infty$, or does not exist. You have to look at the one-sided limits. |
| $\dfrac{0}{0}$, $\dfrac{\infty}{\infty}$, $\infty-\infty$ | Indeterminate form. You have to transform the expression before deciding. |
One-sided limits are calculated by approaching from only one side: $x\to a^-$ (from the left) and $x\to a^+$ (from the right). The limit exists only if both agree.
When the denominator approaches $0$ and the numerator does not, the sign decides the infinity. For $\dfrac{3}{x-5}$ with $x\to5^-$, the denominator is a small negative number, so the quotient approaches $-\infty$. With $x\to5^+$ the denominator is small and positive, so it approaches $+\infty$. Since the two sides do not agree, the limit does not exist.
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:
- a) $\lim_{x \to 2^-} f(x)$
- b) $\lim_{x \to 2^+} f(x)$
- c) $\lim_{x \to +\infty} f(x)$
Calculate the one-sided limits of the function $f(x) = \frac{3}{x - 5}$ at the point where the denominator vanishes. To do so, study the behavior of $f(x)$ as you…
Calculate the one-sided limits of the function $f(x) = \frac{3}{x - 5}$ at the point where the denominator vanishes. To do so, study the behavior of $f(x)$ as you approach from the left and from the right, paying attention to the sign of the numerator and the denominator:
- a) $\lim_{x \to 5^-} \frac{3}{x - 5}$
- b) $\lim_{x \to 5^+} \frac{3}{x - 5}$
The diagram shows the axes, the vertical asymptote $x=5$ and the direction in which we approach it from each side:
The $\frac{0}{0}$ indeterminate form: factor
If $x=a$ makes both the numerator and the denominator of a quotient of polynomials equal to zero, both have the factor $(x-a)$. Factor (special products, common factor, or synthetic division) and simplify. Then substitute again.
Why is it allowed to simplify? Because the limit looks at the values of $x$ near $a$, not at $a$. There $x-a\neq0$ and the factor cancels with no problem.
Resolve the indeterminate form $\frac{0}{0}$ by simplifying the fraction through factorising the polynomials (you can use algebraic identities or Ruffini's rule):…
Resolve the indeterminate form $\frac{0}{0}$ by simplifying the fraction through factorising the polynomials (you can use algebraic identities or Ruffini's rule):
$$\lim_{x \to 2} \frac{x^2 - 4}{x^2 - 2x}$$The altitude of a reconnaissance drone (in meters) with respect to the horizontal distance $x$ covered is given by the function $h(x) = \frac{x^2 - 9}{x - 3}$. Although…
The altitude of a reconnaissance drone (in meters) with respect to the horizontal distance $x$ covered 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 that point:
$$\lim_{x \to 3} \frac{x^2 - 9}{x - 3}$$Indeterminate forms with roots: the conjugate
When there is a square root, multiplying by the conjugate eliminates the root thanks to the special product $(A-B)(A+B)=A^2-B^2$. You multiply the top and the bottom by the same thing, so the fraction does not change.
The conjugate also resolves $\infty-\infty$ with roots when $x\to+\infty$.
If the expression has two roots, such as $\sqrt{x^2+ax}-\sqrt{x^2-1}$, the conjugate is the sum of both: $\sqrt{x^2+ax}+\sqrt{x^2-1}$. The numerator becomes $(x^2+ax)-(x^2-1)=ax+1$, and then you divide by $x$ as in the previous example. The limit turns out to be $\dfrac{a}{2}$.
A precision sensor in a nanotechnology laboratory measures the attractive force between two particles. The signal intensity $S$ as a function of the distance $x$ (in…
A precision sensor in a nanotechnology laboratory measures the attractive force between two particles. The signal intensity $S$ as a function of the distance $x$ (in nanometers) is given by the following function:
$$S(x) = \frac{\sqrt{x+5} - 3}{x-4}$$The figure shows the graph of $S(x)$: for $x=4$ the function is not defined (point with the empty circle).
Calculate the value the signal approaches as the distance $x$ gets closer to $4$ nanometers. Explain which mathematical technique you used to resolve the indeterminate form.
Calculate the following limit by resolving the indeterminate form $\infty - \infty$ using the conjugate expression: $$\lim_{x \to +\infty} \left( \sqrt{x^2 + 6x} - x…
Calculate the following limit by resolving the indeterminate form $\infty - \infty$ using the conjugate expression:
$$\lim_{x \to +\infty} \left( \sqrt{x^2 + 6x} - x \right)$$Sketch a graph showing what this result means regarding the distance between the radical function and the line $y = x$.
You can do it on paper and send a photo with your answer.
A satellite describes a trajectory whose radial distance to the center of a planet, in thousands of kilometers, is given by $d(x) = \sqrt{x^2 + ax} - \sqrt{x^2 - 1}$,…
A satellite describes a trajectory whose radial distance to the center of a planet, in thousands of kilometers, is given by $d(x) = \sqrt{x^2 + ax} - \sqrt{x^2 - 1}$, where $x$ represents the mission time. Given that after a long time ($x \to +\infty$) the distance stabilizes at $4$ thousand kilometers, determine the value of the orbital constant $a$.
Limits at infinity of polynomials and rational functions
When $x\to\pm\infty$, the highest-degree term takes over: the others become negligible. Think of a million to which you add $50$: you hardly notice it.
Calculate the limit at infinity of the following polynomial function, which represents the evolution of the profits of a tech startup (in thousands of pesos) over time…
Calculate the limit at infinity of the following polynomial function, which represents the evolution of the profits of a tech startup (in thousands of pesos) over time $x$:
$$\lim_{x \to +\infty} ( -120x^3 + 3 000x^2 - 6 000 )$$State which is the dominant term and justify why the sign of the leading coefficient determines the end behavior of the function.
A video game server manages the number of connected players using the function $P(x) = \frac{6x^2 + 20}{2x^2 + 5}$, where $x$ is the time in hours since the launch of an…
A video game server manages the number of connected players using the function $P(x) = \frac{6x^2 + 20}{2x^2 + 5}$, where $x$ is the time in hours since the launch of an event. Calculate the limit of players as time tends to infinity:
$$\lim_{x \to +\infty} \frac{6x^2 + 20}{2x^2 + 5}$$In a chemistry laboratory, the concentration of a reactant in a mixture (in mg/l) follows the function $C(t) = \frac{5t + 8}{t^2 + 2}$, where $t$ is the time in minutes.…
In a chemistry laboratory, the concentration of a reactant in a mixture (in mg/l) follows the function $C(t) = \frac{5t + 8}{t^2 + 2}$, where $t$ is the time in minutes. Determine the long-term value to which the concentration tends by calculating:
$$\lim_{t \to +\infty} \frac{5t + 8}{t^2 + 2}$$Roots at infinity
A root also has an "effective degree." For example, $\sqrt{x^4+1}$ behaves like $\sqrt{x^4}=x^2$ when $x$ is very large. You divide by the dominant power, putting it inside the root with its exponent.
If the base of a power approaches a number between $0$ and $1$ and the exponent approaches $+\infty$, the result is $0$. For example, $\left(\tfrac12\right)^n\to0$. If the base approaches a number greater than $1$, the result is $+\infty$. Only when the base approaches $1$ is there an indeterminate form.
Sometimes the base hides an indeterminate form that is resolved first with the conjugate. For example, in $\left(\sqrt{n^2+n}-n\right)^n$ you first calculate the limit of the base: $\sqrt{n^2+n}-n=\dfrac{n}{\sqrt{n^2+n}+n}\to\dfrac12$. Then you decide with the power rule.
In the study of news propagation on social networks, it is estimated that the number of users reached $U$ (in thousands) after $t$ hours follows the expression: $$U(t) =…
In the study of news propagation on social networks, 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 a horizontal asymptote? Justify your answer by comparing the degrees of the dominant terms.
Calculate the limit of the following sequence, which frequently appears in continuous compound interest and probability problems: $$\lim_{n \to \infty} \left( \sqrt{n^2…
Calculate the limit of the following sequence, which frequently appears in continuous compound interest and probability problems:
$$\lim_{n \to \infty} \left( \sqrt{n^2 + n} - n \right)^n$$Note: This exercise requires careful treatment of the inner indeterminacy before evaluating the overall power.
Comparing infinities
In a quotient $\frac{\infty}{\infty}$ with exponentials, powers, and logarithms, the function that grows faster wins.
Based on comparing orders of infinity, determine the value of the following limits without performing complex operations: a) $\lim_{x \to +\infty} \frac{e^x}{x^{10}}$ b)…
Based on comparing orders of infinity, determine the value of the following limits without performing complex operations:
- a) $\lim_{x \to +\infty} \frac{e^x}{x^{10}}$
- b) $\lim_{x \to +\infty} \frac{\ln(x)}{x^2}$
- c) $\lim_{x \to +\infty} \frac{2^x}{3^x}$
Calculate the value of the following limits by comparing the orders of magnitude at infinity of the functions involved (exponentials, powers, and logarithms): a)…
Calculate the value of the following limits by comparing the orders of magnitude at infinity of the functions involved (exponentials, powers, and logarithms):
- a) $\lim_{x \to +\infty} \frac{\ln(x^{10} + 5)}{x}$
- b) $\lim_{x \to +\infty} \frac{3^x}{x^2 + 100x}$
- c) $\lim_{x \to +\infty} \frac{e^x + x^5}{2e^x - \sqrt{x}}$
Calculate the value of the following limit using the comparison of infinities or L'Hôpital's Rule, analysing in detail the order of magnitude of each term: $$\lim_{x \to…
Calculate the value of the following limit using 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?
In the hard exercise you do not need derivatives: factor out the dominant term of the numerator and the denominator (divide by $e^x$) and use the hierarchy.
Extension: notable limits as $x\to0$
When $x\to0$, some functions behave almost exactly like a very simple expression. These five limits are used as building blocks:
These limits also hold with a multiple of $x$ inside: $\dfrac{\tan(3x)}{3x}\to1$. To use them, you have to build the same argument on the top and bottom.
Calculate the limit at $x = 0$ of the following trigonometric expression, using equivalent infinitesimals or known trigonometric identities: $$\lim_{x \to 0} \frac{x…
Calculate the limit at $x = 0$ of the following trigonometric expression, using equivalent infinitesimals or known trigonometric identities:
$$\lim_{x \to 0} \frac{x \times \text{tg}(3x)}{\cos(x) - 1}$$Give reasons to determine the value of the parameters $a$ and $b$ (where $a, b \in \mathbb{R}$) such that the following equality of limits holds: $$\lim_{x \to 0}…
Give reasons to determine the value of the parameters $a$ and $b$ (where $a, b \in \mathbb{R}$) such that the following equality of limits holds:
$$\lim_{x \to 0} \frac{ax^2 + bx + 1 - e^x}{x^2} = 3$$Extension: the number $e$ and the form $1^\infty$
A base that approaches $1$ raised to an exponent that approaches $\infty$ is not automatically equal to $1$. It depends on how fast the base approaches $1$.
The growth of a bird population in a protected nature reserve is governed by the following idealised continuous compound growth law: $$P(t) = \left( \frac{3t + 5}{3t -…
The growth of a bird population in a protected nature reserve is governed by the following idealised continuous compound growth law:
$$P(t) = \left( \frac{3t + 5}{3t - 2} \right)^{2t}$$Calculate the limit of the population as time $t$ tends to infinity. Express the result in terms of the number $e$.
A multiplayer video game server has detected that the number of active users, $N(t)$, in thousands, follows an exponential growth model as a function of time $t$ (in…
A multiplayer video game server has detected that the number of active users, $N(t)$, in thousands, follows an exponential growth model as a function of time $t$ (in months) defined by the expression:
$$N(t) = \left( \frac{3t^2 + 5t + 1}{3t^2 + 2t} \right)^{2t}$$Calculate the limit of active users as time tends to infinity ($t \to +\infty$). Does the player population stabilise at a finite value or grow indefinitely?
Study the behavior of the function $f(x) = \left( \cos x \right)^{1/x^2}$ as $x$ approaches zero. To do so, calculate: $$\lim_{x \to 0} (\cos x)^{1/x^2}$$ Explain why…
Study the behavior of the function $f(x) = \left( \cos x \right)^{1/x^2}$ as $x$ approaches zero. To do so, calculate:
$$\lim_{x \to 0} (\cos x)^{1/x^2}$$Explain why this limit leads to an indeterminate form of the type $1^\infty$ and solve it using natural logarithms or the specific formula for this type of limit.
Extension: parameters and continuity
There are two very common questions: finding a parameter so that the limit exists, and also requiring that the function be continuous at a point.
Quotient with a denominator that equals zero. For the limit to be finite, the numerator must also equal zero at that point. This gives an equation for the parameter.
Piecewise function. For the limit to exist at the point where the pieces change, the two one-sided limits must be equal. This gives another equation.
Given the rational function depending on a parameter $k \in \mathbb{R}$: $$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}$$Find the value of $k$ so that the limit $\lim_{x \to 2} f(x)$ is finite. Once this value is found, calculate the value of the limit.
Consider the piecewise function $f(x)$: $$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}$$Calculate the value of the parameter $a$ so that the limit of the function exists at $x = 3$. What is the value of this limit?
When designing a new ramp for a skatepark, engineers need to ensure that the transition between two sections of the track is smooth (continuous). The height of the ramp…
When designing a new ramp for a skatepark, engineers need to ensure that the transition between two sections of the track is smooth (continuous). The height of the ramp $h(x)$ in meters is given by the following function:
$$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 $a$ such that $\displaystyle \lim_{x \to 0} h(x)$ exists and is equal to the initial height of the ramp, which is $2$ meters.
Let the function be $g(x) = \dfrac{x^3 - 2x^2 + k}{x^2 - 4}$. a) Calculate the value of $k$ so that the limit of the function as $x \to 2$ is finite. b) Once you have…
Let the function be $g(x) = \dfrac{x^3 - 2x^2 + k}{x^2 - 4}$.
- a) Calculate the value of $k$ so that the limit of the function as $x \to 2$ is finite.
- b) Once you have found $k$, calculate that limit.
- c) Classify the type of discontinuity that the function has at $x = 2$ and at $x = -2$.
Go back to the beginning: for the drone, $h(x)=\dfrac{(x-3)(x+3)}{x-3}=x+3$ when $x\neq3$, so the height approaches $6$ meters.