Calculating Limits
Your robotics club orders custom T-shirts. The shop charges a $\$50$ setup fee plus $\$8$ per shirt. For 10 shirts the average cost is $\$13$ each, for 100 shirts it is $\$8.50$, and for 1,000 shirts it is $\$8.05$. Where is that average heading if the order keeps growing? And what do you do when plugging in a number gives a meaningless answer like $\frac{0}{0}$? This page gives you the tools to compute limits exactly instead of guessing from a table.
Direct substitution
The first thing to try is always the simplest: plug in $x = a$. For most of the functions you know, that is all you need.
After you substitute, the result tells you what to do next.
Calculate the value of the following limit by direct substitution: $\lim_{x \to 2} \frac{3x^2 - x + 1}{x + 3}$
Calculate the value of the following limit by direct substitution:
$\lim_{x \to 2} \frac{3x^2 - x + 1}{x + 3}$
Limits at infinity of polynomials and rational functions
When $x$ is huge (positive or negative), the term with the highest power swamps all the others. That is the whole idea.
For a quotient of polynomials, compare degrees.
The graph flattens out toward the horizontal asymptote $y = \frac{4}{3}$ on both ends.
Determine the limit at infinity of the following polynomial, paying attention to the signs: $\lim_{x \to -\infty} (-4x^3 + 2x^2 - 5x + 1)$
Determine the limit at infinity of the following polynomial, paying attention to the signs:
$\lim_{x \to -\infty} (-4x^3 + 2x^2 - 5x + 1)$
Calculate the limit of the following rational function as $x$ tends to infinity: $\lim_{x \to +\infty} \frac{5x^2 - 3x + 2}{2x^2 + 4x - 1}$
Calculate the limit of the following rational function as $x$ tends to infinity:
$\lim_{x \to +\infty} \frac{5x^2 - 3x + 2}{2x^2 + 4x - 1}$
Find the value of the following limit by observing the degrees of the numerator and the denominator: $\lim_{x \to +\infty} \frac{3x - 7}{x^3 + 2x^2 - 5}$
Find the value of the following limit by observing the degrees of the numerator and the denominator:
$\lim_{x \to +\infty} \frac{3x - 7}{x^3 + 2x^2 - 5}$
Exponential and logarithmic limits
Exponentials and logarithms also have clear long-run behavior.
Logarithm properties turn a messy difference into one clean quotient.
Determine the value of the following exponential limits based on the value of their bases: $\lim_{x \to +\infty} \left(\frac{4}{3}\right)^x$ and…
Determine the value of the following exponential limits based on the value of their bases:
$\lim_{x \to +\infty} \left(\frac{4}{3}\right)^x$ and $\lim_{x \to -\infty} \left(\frac{2}{5}\right)^x$
The number of registered users on a new streaming platform, expressed in thousands, is modeled by the logistic function $U(t) = \frac{500}{1 + 49 e^{-0.2t}}$, where $t$…
The number of registered users on a new streaming platform, expressed in thousands, is modeled by the logistic function $U(t) = \frac{500}{1 + 49 e^{-0.2t}}$, where $t$ is the time in months since its launch. What value does the number of users tend to over time?
Solve the following limit by applying the properties of logarithms to simplify the expression before evaluating the tendency at infinity:…
Solve the following limit by applying the properties of logarithms to simplify the expression before evaluating the tendency at infinity:
$\lim_{x \to +\infty} \frac{\ln(x^3 + 2x) - \ln(x^2 - 1)}{\ln(5x) - \ln(x + 3)}$
One-sided limits and reading graphs
Sometimes the function behaves differently on the two sides of $a$. We write $\lim_{x\to a^-} f(x)$ for the limit as $x$ approaches $a$ from the left (values less than $a$) and $\lim_{x\to a^+} f(x)$ for the limit from the right.
A quotient with a denominator that goes to $0$ (and a numerator that does not) blows up. Check the sign on each side.
Piecewise functions are the other classic case: use the piece that applies on each side.
Reading limits from a graph works the same way: follow the curve toward $x=a$ from each side and note the height it is heading toward. Ignore the actual point at $x=a$: an open circle or a hole does not change a limit. For $x\to+\infty$, look at where the right end of the curve levels off (a horizontal asymptote), or whether it keeps rising or falling.
Calculate the one-sided limits of the function at $x = 1$ and state whether the ordinary limit exists: $\lim_{x \to 1} \frac{2x}{x - 1}$
Calculate the one-sided limits of the function at $x = 1$ and state whether the ordinary limit exists:
$\lim_{x \to 1} \frac{2x}{x - 1}$
Given the following piecewise function, calculate the one-sided limits at $x = 2$ and determine if $\lim_{x \to 2} f(x)$ exists:…
Given the following piecewise function, calculate the one-sided limits at $x = 2$ and determine if $\lim_{x \to 2} f(x)$ exists:
$f(x) = \begin{cases} 2x + 1 & \text{if } x < 2 \\ x^2 + 1 & \text{if } x \ge 2 \end{cases}$
Observe the graph of the function $f(x)$ which represents the temperature profile of a chemical process as a function of time $x$. Determine the following limits…
Observe the graph of the function $f(x)$ which represents the temperature profile of a chemical process as a function of time $x$. Determine the following limits graphically: $\lim_{x \to 2^-} f(x)$, $\lim_{x \to 2^+} f(x)$ and $\lim_{x \to +\infty} f(x)$.
Indeterminate forms and factoring
Here is the full list of forms that substitution cannot settle:
$$\frac{0}{0} \qquad \frac{\infty}{\infty} \qquad \infty-\infty \qquad 0\cdot\infty \qquad 1^{\infty}$$When a quotient of polynomials gives $\frac{0}{0}$ at $x=a$, both polynomials have a root at $a$. By the Factor Theorem, $(x-a)$ divides both. Factor, cancel, then substitute.
On the graph, the function has a hole at $x=-2$ (the limit exists, but the function is undefined there) and a vertical asymptote at $x=2$.
A related situation: finding a parameter so that a limit exists.
Resolve the following indeterminate form by factorizing the polynomials: $\lim_{x \to 3} \frac{x^2 - 9}{x^2 - 5x + 6}$
Resolve the following indeterminate form by factorizing the polynomials:
$\lim_{x \to 3} \frac{x^2 - 9}{x^2 - 5x + 6}$
Find the value of the parameter $k$ so that the following limit exists and is a real number, and then calculate this limit: $\lim_{x \to 2} \frac{x^2 + kx - 6}{x - 2}$
Find the value of the parameter $k$ so that the following limit exists and is a real number, and then calculate this limit:
$\lim_{x \to 2} \frac{x^2 + kx - 6}{x - 2}$
Conjugates with radicals
When the $\frac{0}{0}$ (or $\infty-\infty$) comes with a square root, factoring does not work. Multiply by the conjugate instead. Since $(a-b)(a+b)=a^2-b^2$, the conjugate turns the root into a plain expression.
The same trick works at infinity for $\infty-\infty$ with a root. Add one more move: divide the top and bottom by the highest power of $x$.
Calculate the following limit by multiplying the numerator and denominator by the appropriate conjugate expression: $\lim_{x \to 4} \frac{\sqrt{x} - 2}{x^2 - 16}$
Calculate the following limit by multiplying the numerator and denominator by the appropriate conjugate expression:
$\lim_{x \to 4} \frac{\sqrt{x} - 2}{x^2 - 16}$
Resolve the following indeterminate form with radicals at infinity by multiplying by the conjugate: $\lim_{x \to +\infty} \left( \sqrt{x^2 + 5x} - x \right)$
Resolve the following indeterminate form with radicals at infinity by multiplying by the conjugate:
$\lim_{x \to +\infty} \left( \sqrt{x^2 + 5x} - x \right)$
Handling $\infty-\infty$
You have a few strategies. Pick the one that matches the expression:
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Two fractions: combine them over a common denominator.
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A root minus something: multiply by the conjugate (the previous section).
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Roots with different indices: split the expression and treat each piece separately.
Two limits can finish a problem that has an unknown parameter. For a finite limit, the leading terms must cancel.
When the roots have different indices, subtract and add $x$ so that each piece is a standard $\infty-\infty$ you can handle on its own. For a cube root use $A-B=\dfrac{A^3-B^3}{A^2+AB+B^2}$.
For an expression like $\sqrt[3]{x^3+6x^2}-\sqrt{x^2+2x}$, write it as $\left(\sqrt[3]{x^3+6x^2}-x\right)-\left(\sqrt{x^2+2x}-x\right)$ and find the limit of each bracket.
Resolve the following indeterminate form of type $\infty - \infty$ by first operating on the algebraic fractions:…
Resolve the following indeterminate form of type $\infty - \infty$ by first operating on the algebraic fractions:
$\lim_{x \to +\infty} \left( \frac{x^3 + 1}{x^2 - 2} - \frac{x^2 - 3}{x + 1} \right)$
Calculate the values of the parameters $a$ and $b$ so that the following equality holds at infinity:…
Calculate the values of the parameters $a$ and $b$ so that the following equality holds at infinity:
$\lim_{x \to +\infty} \left( \frac{ax^2 + bx - 1}{x + 2} - 3x \right) = 5$
Resolve the following indeterminate form $\infty - \infty$ with radicals of different indices. Pay special attention to the algebraic strategy required to unify or treat…
Resolve the following indeterminate form $\infty - \infty$ with radicals of different indices. Pay special attention to the algebraic strategy required to unify or treat the terms separately:
$\lim_{x \to +\infty} \left( \sqrt[3]{x^3 + 6x^2} - \sqrt{x^2 + 2x} \right)$
Special limits and simplifying first
Some limits involving trig functions cannot be reached by algebra alone. You need one known limit.
The graph has a hole at $x=0$, but the curve clearly heads to $1$ from both sides.
To use it, force the argument of the sine to match the denominator.
The Pythagorean identity gives a second move for expressions with $1-\cos x$: multiply by the conjugate $1+\cos x$, since $(1-\cos x)(1+\cos x)=1-\cos^2x=\sin^2x$.
Another habit worth building: when a quantity is a product, such as an area, multiply it out and simplify before you substitute.
(The height itself is a $\frac{0}{0}$ form. Multiplying by the conjugate shows $h(x)\to\frac{1}{4}$. The rectangle's area goes to $0$ because its width shrinks while the height stays finite.) A right triangle works the same way, with area $\frac{1}{2}\cdot\text{base}\cdot\text{height}$.
Knowing that $\lim_{x \to 0} \frac{\sin x}{x} = 1$, calculate the following trigonometric limit by performing the necessary algebraic transformations (hint: multiply the…
Knowing that $\lim_{x \to 0} \frac{\sin x}{x} = 1$, calculate the following trigonometric limit by performing the necessary algebraic transformations (hint: multiply the numerator and denominator by the conjugate of the numerator):
$\lim_{x \to 0} \frac{1 - \cos x}{x^2}$
In an optics experiment, a laser beam passes through a medium with a variable refractive index. The deviation of the beam defines a right triangle whose base measures…
In an optics experiment, a laser beam passes through a medium with a variable refractive index. The deviation of the beam defines a right triangle whose base measures $x$ and whose height is given by the curve $h(x) = \frac{1 - e^{-2x}}{x}$. Observe the diagram and calculate the limit of the area of the shaded triangle $A(x)$ as $x \to 0^+$.
The $1^\infty$ form and the number $e$
If the base of a power goes to $1$ and the exponent goes to infinity, the answer is usually a power of $e$. Recall that $e=\lim_{u\to\infty}\left(1+\frac{1}{u}\right)^u\approx 2.718$.
Sometimes $g-1$ needs more algebra, because you must subtract the two polynomials.
If the problem has an unknown parameter and tells you the final answer, set $L$ equal to the exponent of $e$ you are given and solve for the parameter.
Determine the value of the following limit, which presents an indeterminate form of type $1^\infty$, using the formula for the number $e$:…
Determine the value of the following limit, which presents an indeterminate form of type $1^\infty$, using the formula for the number $e$:
$\lim_{x \to +\infty} \left( \frac{2x + 3}{2x - 1} \right)^{3x}$
Determine the value of the parameter $a$ so that the following exponential limit results in $e^4$:…
Determine the value of the parameter $a$ so that the following exponential limit results in $e^4$:
$\lim_{x \to +\infty} \left( \frac{x^2 + ax + 1}{x^2 - x + 3} \right)^{2x}$
Limits in context
In an application, a limit at infinity describes the long run, and a limit at a blow-up describes what happens at a boundary. Always finish by saying what the number means.
Back to the start: the average cost never reaches $\$8$ (the setup fee always adds a little), but it gets as close as you like. That is what the horizontal asymptote $y=8$ says.
Here is how to read a few common results:
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A limit at infinity that is a number $L$ is a steady state or a ceiling (a horizontal asymptote $y=L$).
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A limit of $0$ means the quantity fades away (medicine leaving the body).
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A limit of $+\infty$ means the quantity grows without bound, which is often a warning that the model is impossible or the situation is not sustainable.
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A one-sided limit such as $v\to c^-$ matters when the variable can only approach a boundary from one side.
The concentration of a certain drug in a patient's blood, measured in milligrams per liter, varies with time $t$ (in hours) according to the function…
The concentration of a certain drug in a patient's blood, measured in milligrams per liter, varies with time $t$ (in hours) according to the function $C(t) = \frac{15t}{t^2 + 4}$. Calculate the long-term concentration, that is, evaluate the limit as $t \to +\infty$ and interpret the result.
The total cost of producing $x$ units of a high-precision electronic component is given by the function $\$C(x) = 5000 + 12x + 0.05x^2…
The total cost of producing $x$ units of a high-precision electronic component is given by the function $\$C(x) = 5000 + 12x + 0.05x^2$. The average cost per unit is $Cm(x) = \frac{C(x)}{x}$. Calculate the limit of the average cost as the number of units produced tends to infinity and explain what this result means for the viability of the company on a large scale.
According to the theory of special relativity, the relativistic mass of an object moving at a speed $v$ is given by $m(v) = \frac{m_0}{\sqrt{1 - \frac{v^2}{c^2}}}$,…
According to the theory of special relativity, the relativistic mass of an object moving at a speed $v$ is given by $m(v) = \frac{m_0}{\sqrt{1 - \frac{v^2}{c^2}}}$, where $m_0$ is the rest mass and $c$ is the speed of light in a vacuum. Calculate the limit of the relativistic mass as the speed of the object approaches the speed of light ($\lim_{v \to c^-} m(v)$) and interpret mathematically why an object with mass cannot reach this speed.