Limit and Continuity Problems
A freshly served coffee in the school cafeteria cools down, but it doesn't turn into ice: it stays close to the room temperature. How do you know what temperature it settles at without waiting all afternoon? With a limit. In this section you use limits and continuity to predict, detect jumps, and calculate velocities in real situations. At the end you return to the coffee with one more question.
Limits that predict an equilibrium value
Many phenomena (cooling, populations, cost per unit) approach a stable value in the long run. That value is the limit as the variable tends to infinity.
Two tools are almost always enough:
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If $k>0$, then $e^{-kt}\to 0$ as $t\to+\infty$.
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In a quotient of polynomials, the highest-degree terms dominate. If the degree is the same in the numerator and denominator, the limit is the quotient of the leading coefficients.
The temperature $T$ (in degrees Celsius) of a cup of coffee as a function of time $t$ (in minutes) is given by the expression $T(t) = 22 + 65 e^{-0.05t}$. Calculate the…
The temperature $T$ (in degrees Celsius) of a cup of coffee as a function of time $t$ (in minutes) is given by the expression $T(t) = 22 + 65 e^{-0.05t}$. Calculate the limit of the temperature as time tends to infinity and interpret the physical meaning of this result.
The number of individuals in a deer population in a natural park is modelled by the function $P(t) = \frac{1500t + 400}{2t + 1}$, where $t$ is the time elapsed in years…
The number of individuals in a deer population in a natural park is modelled by the function $P(t) = \frac{1500t + 400}{2t + 1}$, where $t$ is the time elapsed in years since 2020. What value does the population tend towards in the long term?
The average cost of producing $x$ units of an electronic component is $C_m(x) = \frac{60\,000 + 100x}{x}$ pesos. Calculate the limit of $C_m(x)$ as $x \to \infty$ and…
The average cost of producing $x$ units of an electronic component is $C_m(x) = \frac{60\,000 + 100x}{x}$ pesos. Calculate the limit of $C_m(x)$ as $x \to \infty$ and explain its economic meaning in terms of production costs.
Drugs, epidemics, and oscillations
The same idea is used to study models in biology and physics. You need to look at the degree of the numerator and the denominator:
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Degree of the numerator less than that of the denominator: the limit is $0$.
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Equal degree: the limit is the quotient of the leading coefficients.
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Greater degree: the value grows without bound.
A logistic model (for spread) has the form $N(t)=\dfrac{L}{1+Ae^{-kt}}$. At $t=0$ it equals $\frac{L}{1+A}$. As $t\to\infty$, $e^{-kt}\to0$ and $N\to L$: that ceiling is the maximum capacity of the system, for example the entire susceptible population.
Damped oscillations use the special limit $\displaystyle\lim_{x\to0}\dfrac{\sin x}{x}=1$. For $\dfrac{\sin(2t)}{t}$, multiply and divide by $2$: you get $2\cdot\dfrac{\sin(2t)}{2t}\to2\cdot1=2$ as $t\to0$.
The concentration of a drug in the blood (in mg/L) $t$ hours after its administration is given by $C(t) = \frac{50t}{t^2 + 4}$. Calculate the limit of $C(t)$ as…
The concentration of a drug in the blood (in mg/L) $t$ hours after its administration is given by $C(t) = \frac{50t}{t^2 + 4}$. Calculate the limit of $C(t)$ as $t \to \infty$ and explain what happens to the drug in the body over time.
The spread of a virus in a city follows the logistic model $N(t) = \frac{100000}{1 + 4999 e^{-0.2t}}$, where $N(t)$ is the number of infected people and $t$ is the time…
The spread of a virus in a city follows the logistic model $N(t) = \frac{100000}{1 + 4999 e^{-0.2t}}$, where $N(t)$ is the number of infected people and $t$ is the time in days since the start of the outbreak. Calculate the number of infected people at the initial time ($t=0$) and the limit as $t \to \infty$. What does this limit represent in the epidemiological context?
A damped pendulum is released from an initial position. Its amplitude of oscillation is given by the function $A(t) = e^{-0.1t} \frac{\sin(2t)}{t}$ for $t > 0$.…
A damped pendulum is released from an initial position. Its amplitude of oscillation is given by the function $A(t) = e^{-0.1t} \frac{\sin(2t)}{t}$ for $t > 0$. Calculate the limit of the amplitude as $t \to 0^+$ (remember that $\lim_{x \to 0} \frac{\sin x}{x} = 1$) and as $t \to \infty$. Interpret the behavior of the pendulum both at the initial instant and in the long term.
When the denominator becomes zero
If $x\to a$ and the denominator tends to $0$, there are three cases:
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If the numerator does not tend to $0$, the value grows without bound (vertical asymptote).
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If the numerator also tends to $0$, it is $\frac00$ and you have to simplify first (next section).
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If there is no problematic division (such as a polynomial expression), you just substitute.
The demand function $D(p)=\dfrac{p^2-100}{p-10}$ in the next exercise is of this second type: it becomes $\frac00$ at $p=10$.
A $100$-liter water tank is emptied by opening a valve. The remaining volume of water follows the function $V(t) = 100\left(1 - \frac{t}{60}\right)^2$, where $t$ is in…
A $100$-liter water tank is emptied by opening a valve. The remaining volume of water follows the function $V(t) = 100\left(1 - \frac{t}{60}\right)^2$, where $t$ is in minutes ($0 \le t \le 60$). Calculate the limit of $V(t)$ as $t \to 60^-$ and interpret the result.
In the theory of relativity, the kinetic energy of a particle with rest mass $m_0$ moving at speed $v$ is…
In the theory of relativity, the kinetic energy of a particle with rest mass $m_0$ moving at speed $v$ is $E_c = m_0 c^2 \left( \frac{1}{\sqrt{1 - v^2/c^2}} - 1 \right)$, where $c$ is the speed of light. Calculate the limit of $E_c$ as $v \to c^-$. What physical implication does this result have regarding the possibility of a massive particle reaching the speed of light?
The graph shows the demand function $D(p) = \frac{p^2 - 100}{p - 10}$ for a product, where $p$ is the price in pesos and $D(p)$ is the quantity demanded, valid for…
The graph shows the demand function $D(p) = \frac{p^2 - 100}{p - 10}$ for a product, where $p$ is the price in pesos and $D(p)$ is the quantity demanded, valid for $p \neq 10$. Calculate analytically the limit of the demand as the price $p$ approaches $10$ pesos. Why do you think the mathematical model presents a discontinuity (a "hole") at exactly $p=10$?
The 0/0 indeterminate form and instantaneous velocity
If substituting gives $\frac00$, you factor and cancel the factor that goes to zero, and then substitute. That factor is nonzero as long as $x\neq a$, and the limit only looks at what happens near $a$.
An important case is velocity. The average velocity (average change in distance) between $t=2$ and $t=2+h$ is $\dfrac{e(2+h)-e(2)}{h}$, the slope of the secant line. When you let $h\to0$ you get $\frac00$, and the limit gives the instantaneous velocity. It is the first idea of the derivative.
It is also used with absolute value: you split into cases by sign and calculate the one-sided limits. If they don't match, the limit doesn't exist and the function can't be fixed with a single value.
The distance traveled by a moving body in meters is given by the function $e(t) = t^2 + 3t$. The average speed between times $t = 2$ and $t = 2+h$ is calculated using…
The distance traveled by a moving body in meters is given by the function $e(t) = t^2 + 3t$. The average speed between times $t = 2$ and $t = 2+h$ is calculated using the quotient $\frac{e(2+h) - e(2)}{h}$. Calculate the limit of this expression as $h \to 0$ to find the instantaneous speed at $t = 2$.
The efficiency of a solar panel as a function of the temperature $T$ (in degrees Celsius) is given by the expression $E(T) = \frac{T^3 - 27}{T^2 - 9}$ for values close…
The efficiency of a solar panel as a function of the temperature $T$ (in degrees Celsius) is given by the expression $E(T) = \frac{T^3 - 27}{T^2 - 9}$ for values close to $T = 3$ (a critical temperature in a laboratory test). Calculate the limit of the efficiency as $T \to 3$ to determine the theoretical continuous value at that point.
The vertical trajectory of a drone during a flight test has been programmed according to the function $h(t) = \frac{|t^2 - 9|}{t - 3}$ for $t \neq 3$, where $h$ is the…
The vertical trajectory of a drone during a flight test has been programmed according to the function $h(t) = \frac{|t^2 - 9|}{t - 3}$ for $t \neq 3$, where $h$ is the height in meters and $t$ is the time in seconds. To avoid a software glitch, the engineer must assign a value to $h(3)$. Study the one-sided limits at $t=3$. Is it possible to define $h(3)$ so that the function is continuous? Explain the physical consequences of this behavior.
Continuity in rates and piecewise models
Cell phone plans, salaries with commission, and taxes are often defined piecewise. A function is continuous at $x=a$ if
$$\lim_{x\to a^-}f(x)=\lim_{x\to a^+}f(x)=f(a).$$In a rate plan, continuity means there is no sudden jump in the charge.
When the model has a parameter, you set the left limit equal to the right limit and solve.
A cell phone company charges according to the function $C(x)$ (in pesos), where $x$ is the number of gigabytes consumed in a month:…
A cell phone company charges according to the function $C(x)$ (in pesos), where $x$ is the number of gigabytes consumed in a month:
$C(x) = \begin{cases} 300 & \text{if } 0 \le x \le 10 \\ 300 + 40(x - 10) & \text{if } x > 10 \end{cases}$
Study the continuity of the function at $x = 10$ by calculating the one-sided limits and state whether there is a sudden jump in the rate.
The monthly salary of a salesperson is $S(x) = \begin{cases} 1200 + 10x & \text{if } 0 \le x \le 50 \\ a + 15x & \text{if } x > 50 \end{cases}$, where $x$ is the number…
The monthly salary of a salesperson is $S(x) = \begin{cases} 1200 + 10x & \text{if } 0 \le x \le 50 \\ a + 15x & \text{if } x > 50 \end{cases}$, where $x$ is the number of sales made. Find the value of the parameter $a$ so that the function is continuous at $x = 50$, thus avoiding an unjustified jump in salary.
The concentration of a chemical pollutant in a river is modelled by the function:…
The concentration of a chemical pollutant in a river is modelled by the function:
$C(t) = \begin{cases} \frac{t^2 - 16}{t - 4} & \text{if } 0 \le t < 4 \\ at + b & \text{if } 4 \le t \le 8 \\ \frac{2t^2 - 32}{t - 4} & \text{if } t > 8 \end{cases}$
Find the values of $a$ and $b$ so that the concentration model is a continuous function at all times.
Finding parameters with limits and continuity
Here each condition of the problem turns into an equation. You solve the system.
Another type of condition involves asymptotes and holes. If there is a hole (removable discontinuity) at $x=r$, the factor $(x-r)$ must also be in the numerator. If there is a vertical asymptote at $x=s$, the numerator must not vanish there.
Limits at infinity also give equations. If $I(t)=\dfrac{at^2+bt+c}{t^2+1}$, then $\displaystyle\lim_{t\to\infty}I(t)=a$ and $I(0)=c$.
The percentage tax rate $I(x)$ paid by a company as a function of its profits $x$ (in hundreds of thousands of pesos) is governed by the following rule:…
The percentage tax rate $I(x)$ paid by a company as a function of its profits $x$ (in hundreds of thousands of pesos) is governed by the following rule:
$I(x) = \begin{cases} \frac{x^2 - 9}{x - 3} & \text{if } 0 \le x < 3 \\ ax + b & \text{if } 3 \le x \le 6 \\ 12 & \text{if } x > 6 \end{cases}$
Calculate the values of the parameters $a$ and $b$ so that the tax function is continuous throughout its domain.
An epidemic spread model estimates that the number of infected people (in thousands) follows the rational function $I(t) = \frac{at^2 + bt + c}{t^2 + 1}$, where $t$ is…
An epidemic spread model estimates that the number of infected people (in thousands) follows the rational function $I(t) = \frac{at^2 + bt + c}{t^2 + 1}$, where $t$ is the time in weeks. It is known that in the long term the number of infected people stabilises at $50$ thousand, that at the initial time $t=0$ there were $10$ thousand infected people, and that the limit of the function as $t \to 1$ is $35$. Find the parameters $a, b, c$.
The demand function for a luxury item is $D(p) = \frac{p^2 + ap + b}{p^2 - 4p + 3}$, where $p$ is the price in thousands of pesos. It is known that the function has a…
The demand function for a luxury item is $D(p) = \frac{p^2 + ap + b}{p^2 - 4p + 3}$, where $p$ is the price in thousands of pesos. It is known that the function has a vertical asymptote at $p = 1$ but does NOT have a vertical asymptote at $p = 3$ (the discontinuity at $p=3$ is removable). Given that the limit of the demand as $p \to 3$ is $2$, find the parameters $a$ and $b$.
The ∞ − ∞ indeterminate form and subtracting large expressions
When two expressions that grow without bound are subtracted, the result is not obvious. There are two techniques:
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With roots: multiply and divide by the conjugate, so that a difference of squares appears.
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With fractions: do the polynomial division (or subtract the fractions) to separate the part that grows from the part that levels off.
Notice the order: here we subtract the second cost minus the first, which is why we get $2$. In the exercise the subtraction is $C_1-C_2$, that is, the opposite sign.
Geometry also produces these limits. For example, the line through $A(0,1)$ and $P(x,x^2)$ has slope $m=\dfrac{x^2-1}{x}$. Its equation is $y=1+mX$ and it meets the $x$-axis when $0=1+mX$, that is, $X=-\dfrac1m=\dfrac{x}{1-x^2}$. Then $Q=\left(\dfrac{x}{1-x^2},0\right)$ and the limit as $x\to\infty$ is found by comparing degrees (degree $1$ on top, $2$ on the bottom). In the figure, $P(2, 4)$ and $Q\left(-\frac23, 0\right)$.
The long-term profit of a technology company is given by the difference between two revenue and cost forecasting models:…
The long-term profit of a technology company is given by the difference between two revenue and cost forecasting models: $B(t) = \sqrt{t^2 + 50t + 100} - \sqrt{t^2 + 10t}$, where $t$ is the time in months. Calculate the limit of the profit as $t \to \infty$ by multiplying and dividing by the conjugate expression.
The long-term maintenance cost of two IT servers is given by the expressions $C_1(x) = \frac{x^3 + 2x^2}{x^2 - 1}$ and $C_2(x) = \frac{x^2 + 5x}{x + 1}$, where $x$ is…
The long-term maintenance cost of two IT servers is given by the expressions $C_1(x) = \frac{x^3 + 2x^2}{x^2 - 1}$ and $C_2(x) = \frac{x^2 + 5x}{x + 1}$, where $x$ is the number of months of continuous use. We want to know whether the cost difference between both servers stabilises over time. Calculate $\lim_{x \to \infty} (C_1(x) - C_2(x))$.
A point $P(x, x^2)$ moves along the parabola $y = x^2$ in the first quadrant. A straight line is drawn passing through the fixed point $A(0, 1)$ and the point $P$. This…
A point $P(x, x^2)$ moves along the parabola $y = x^2$ in the first quadrant. A straight line is drawn passing through the fixed point $A(0, 1)$ and the point $P$. This line intersects the x-axis at a point $Q$. Calculate the coordinates of point $Q$ as a function of $x$ and find the limit of the position of $Q$ as point $P$ moves away towards infinity ($x \to \infty$).
You can do it on paper and send a photo with your answer.
Continuous interest and the $1^\infty$ indeterminate form
If you compound interest $n$ times per year, the amount grows as $C_0\left(1+\frac rn\right)^{nt}$. When $n\to\infty$ the base tends to $1$ and the exponent to $\infty$: it is of type $1^\infty$. It is solved with the limit that defines $e$:
$$\lim_{n\to\infty}\left(1+\frac1n\right)^n=e.$$With the substitution $m=\frac nr$ you get $\displaystyle\lim_{n\to\infty}\left(1+\frac rn\right)^{nt}=e^{rt}$.
For any other base, if $f\to1$ and $g\to\infty$, you use $\displaystyle\lim f^g=e^{\lim g\,(f-1)}$.
With this, a deposit of $\$100{,}000$ at $4\%$ per year with continuous compounding is worth $C(t)=100000\,e^{0.04t}$. A bacteria culture with $B(t)=50\left(\frac{t^2+3t+1}{t^2+t+5}\right)^{2t}$ is solved the same way: the base is $1+\frac{2t-4}{t^2+t+5}$ and the exponent is $2t$.
The capital accumulated in a bank account with continuous compound interest can be modeled by the limit…
The capital accumulated in a bank account with continuous compound interest can be modeled by the limit $C(t) = \lim_{n \to \infty} C_0 \left(1 + \frac{r}{n}\right)^{nt}$, where $n$ is the number of compounding periods per year. If the initial capital is $C_0 = 100\,000$ pesos and the annual rate is $r = 0.04$, calculate the limit to obtain the formula for continuous capital and determine the balance after $t = 10$ years.
In a bacterial culture under controlled conditions, the biomass after $t$ hours is modelled by the function…
In a bacterial culture under controlled conditions, the biomass after $t$ hours is modelled by the function $B(t) = 50 \left( \frac{t^2 + 3t + 1}{t^2 + t + 5} \right)^{2t}$. Given that this is an indeterminate form of the type $1^\infty$, calculate the limit of the biomass as $t \to \infty$.
Intermediate Value Theorem (Bolzano): proving that an equilibrium exists
When a model mixes different kinds of growth (exponential and polynomial, for example), the equation can't be solved with algebra. But you can prove that a solution exists.
The idea is simple: a continuous graph that goes from below the axis to above the axis has to cross it.
Go back to the beginning: the coffee tends to $22\,^\circ\text{C}$, and you found that out with a limit without waiting. A model like $T(t)=22+65e^{-0.05t}$ never reaches exactly that temperature, but it gets as close as you want.
A company estimates that its monthly revenue (in thousands of pesos) follows the function $I(x) = 2^x - x^2$, and its operating costs are $C(x) = \frac{10}{x+1}$, where…
A company estimates that its monthly revenue (in thousands of pesos) follows the function $I(x) = 2^x - x^2$, and its operating costs are $C(x) = \frac{10}{x+1}$, where $x$ is the price of the product in pesos ($x \ge 0$). Show, justifying your answer using Bolzano's Theorem, that there is a price $x$ in the interval $[4, 5]$ for which the company makes exactly zero profit.