Exponential function
A Dublin Bus app goes viral: every hour that passes, the number of downloads is multiplied by a fixed factor, rather than having a constant amount added to it. The difference between the temperature of a cup of tea and the room temperature falls by the same proportion in every equal interval of time. In both cases the variable $t$ is not in the base but in the exponent, and that completely changes the way the quantity grows or decays. This is the function you are going to formalise in this section.
The exponential function
Every function $f(x)=a^x$ passes through the fixed point $(0,1)$, because $a^0=1$, and through $(1,a)$, because $a^1=a$.
Among all the possible bases, one plays a special role: the number $e\approx2.71828\ldots$, an irrational number that appears naturally in continuous growth processes (continuously compounded interest, radioactive decay, cooling). The function $f(x)=e^x$ is the reference exponential in science and you will find it in the Formulae and Tables booklet, and its base is always written like this, without approximating, unless the problem asks for a numerical value.
Given the exponential function $f(x) = 3^x$, calculate the numerical values of $f(2)$, $f(-1)$, $f(0)$ and $f(\frac{1}{2})$. Express the results in exact form, using…
Given the exponential function $f(x) = 3^x$, calculate the numerical values of $f(2)$, $f(-1)$, $f(0)$ and $f(\frac{1}{2})$. Express the results in exact form, using roots or fractions if necessary.
Find the algebraic expression for an exponential function of the form $f(x) = k \times a^x$, knowing that its graph passes through the points $(0, 3)$ and $(2, 12)$.
Find the algebraic expression for an exponential function of the form $f(x) = k \times a^x$, knowing that its graph passes through the points $(0, 3)$ and $(2, 12)$.
Determine the domain of definition of the following function: $f(x) = \frac{x+2}{e^x - e^2}$
Determine the domain of definition of the following function:
$f(x) = \frac{x+2}{e^x - e^2}$
Growth and decay
The formal reason: when going from $x$ to $x+1$, the value is always multiplied by $a$, that is, $\dfrac{f(x+1)}{f(x)}=a$ for every $x$. If this constant factor is greater than $1$, each step increases the value; if it is less than $1$, each step reduces it.
Classify the following exponential functions as increasing or decreasing, justifying your answer based on the value of their base: $f(x) = 4^x$…
Classify the following exponential functions as increasing or decreasing, justifying your answer based on the value of their base:
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$f(x) = 4^x$
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$g(x) = \left(\frac{1}{3}\right)^x$
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$h(x) = 0.8^x$
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$i(x) = e^x$
Match each of the graphs labelled A, B, C and D in the following figure with its corresponding exponential function. The functions are: $f(x) = 2^x$, $g(x) = 0.5^x$,…
Match each of the graphs labelled A, B, C and D in the following figure with its corresponding exponential function. The functions are: $f(x) = 2^x$, $g(x) = 0.5^x$, $h(x) = 3^x$ and $i(x) = -2^x$.
The attached graph shows the functions $f(x) = e^x$ and $g(x) = e^{-x}$, together with the horizontal line $y = e$. Determine analytically the coordinates of the point…
The attached graph shows the functions $f(x) = e^x$ and $g(x) = e^{-x}$, together with the horizontal line $y = e$.
Determine analytically the coordinates of the point of intersection between the functions $f(x)$ and $g(x)$. Then, calculate the exact area of the triangle whose vertices are this point of intersection and the two points where the curves intersect the line $y = e$.
Domain, range and horizontal asymptote
When the graph is translated, the asymptote is translated with it, and it can be found rigorously by studying the limit. In $g(x)=a^{x-p}+q$:
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The exponent $x-p$ shifts the curve $p$ units horizontally.
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The final $+q$ shifts it $q$ units vertically.
If $a>1$, when $x\to-\infty$ the term $a^{x-p}\to0^+$, so $$\lim_{x\to-\infty} \left(a^{x-p}+q\right) = q.$$ The new horizontal asymptote is therefore $y=q$. (If $0
Determine the domain, range and the equation of the horizontal asymptote of the function $f(x) = 2^x - 5$. Calculate analytically the coordinates of the x-intercept and y-intercept of the function $f(x) = 3^{x+1} - 9$. Starting from the function $f(x) = 2^x$, explain in detail what geometric transformations must be applied to its graph to obtain the graph of the function $g(x) = 2^{x-3} + 1$. Determine the domain, range and the equation of the horizontal asymptote of $g(x)$.Determine the domain, range and the equation of the horizontal asymptote of the function $f(x) = 2^x - 5$.
Calculate analytically the coordinates of the x-intercept and y-intercept of the function $f(x) = 3^{x+1} - 9$.
Starting from the function $f(x) = 2^x$, explain in detail what geometric transformations must be applied to its graph to obtain the graph of the function…
Exponential equations
There are four basic techniques, from the simplest to the most general.
Solve the following exponential equation by equating the bases on both sides of the equation: $5^{2x-1} = 125$
Solve the following exponential equation by equating the bases on both sides of the equation:
$5^{2x-1} = 125$
Express both sides of the equation as powers with base $2$ and solve: $8^x = \frac{1}{4}$
Express both sides of the equation as powers with base $2$ and solve:
$8^x = \frac{1}{4}$
Cian has to solve the exponential equation $3 \times 2^{x+1} = 48$. On his exam, he writes the following working: $$3 \times 2^{x+1} = 48 \implies 6^{x+1} = 48 \implies…
Cian has to solve the exponential equation $3 \times 2^{x+1} = 48$. On his exam, he writes the following working:
$$3 \times 2^{x+1} = 48 \implies 6^{x+1} = 48 \implies x+1 = \frac{48}{6} \implies x+1 = 8 \implies x = 7$$- a) Identify and explain in detail the two conceptual errors made by Cian in the first two steps of his solution.
- b) Solve the equation correctly step by step, explicitly stating which property of powers or exponential functions justifies each transformation.
Solve the following exponential equation by making an appropriate substitution: $9^x - 10 \times 3^x + 9 = 0$
Solve the following exponential equation by making an appropriate substitution:
$9^x - 10 \times 3^x + 9 = 0$
Solve the following exponential equation using logarithms: $4^{x-1} = 15$ Express the result in exact form using logarithms and also provide an approximation rounded to…
Solve the following exponential equation using logarithms:
$4^{x-1} = 15$
Express the result in exact form using logarithms and also provide an approximation rounded to two decimal places.
Design an exponential equation that simultaneously satisfies these three conditions: 1. It is solved by making the substitution $t = 2^x$, transforming into a quadratic…
Design an exponential equation that simultaneously satisfies these three conditions:
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It is solved by making the substitution $t = 2^x$, transforming into a quadratic equation in the variable $t$.
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Solving the quadratic equation in $t$ yields two distinct real roots, but the original exponential equation in the variable $x$ has a single real solution, which must be exactly $x = 3$.
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The constant term of the quadratic equation in $t$ must be a strictly negative integer.
- a) State the equation in $t$ and reason what value the second root must have so that it does not generate any real solution when undoing the substitution.
- b) Write the complete exponential equation in the variable $x$, expanded in the form $a \times 4^x + b \times 2^x + c = 0$ with $a, b, c \in \mathbb{Z}$.
- c) Verify analytically that, when solving your exponential equation, the only real solution obtained is $x = 3$.
Solve the following system of exponential equations: $$ \begin{cases} 2^x + 3^y = 17 \\ 2^{x+1} - 3^{y-1} = 13 \end{cases} $$
Solve the following system of exponential equations:
$$ \begin{cases} 2^x + 3^y = 17 \\ 2^{x+1} - 3^{y-1} = 13 \end{cases} $$Solve the following exponential equation by factorising out a common factor after applying index laws: $2^{x+2} + 2^{x-1} - 2^{x-2} = 34$
Solve the following exponential equation by factorising out a common factor after applying index laws:
$2^{x+2} + 2^{x-1} - 2^{x-2} = 34$
Consider the following two exponential equations: Equation 1: $3^{x+1} - 2 \times 3^{x-1} = 21$ Equation 2: $9^x - 4 \times 3^{x+1} + 27 = 0$ You have three possible…
Consider the following two exponential equations:
Equation 1: $3^{x+1} - 2 \times 3^{x-1} = 21$
Equation 2: $9^x - 4 \times 3^{x+1} + 27 = 0$
You have three possible algebraic strategies available:
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Strategy A: Take logarithms of both sides as a direct first step.
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Strategy B: Factor out the power of base $3$ with the smallest exponent.
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Strategy C: Apply the properties of powers to transform the expression using the substitution $t = 3^x$.
- a) Justify why Strategy A is unfeasible as a first step in both equations, identifying the typical algebraic error associated with $\log(u + v)$.
- b) For each equation, make a reasoned choice of the optimal strategy between B and C, pointing out which specific algebraic structure of the equation motivates your choice.
- c) Solve both equations step by step using in each case the strategy you justified as optimal.
Models of growth and decay
Compound interest with many compounding periods per year tends, as the number of periods grows without limit, to continuously compounded interest: $C(t)=C_0\cdot e^{rt}$. It is the same idea as Newton's law of cooling or radioactive decay measured with the constant $k$ instead of the half-life: they all share the form $e^{\pm kt}$.
A population of bacteria doubles every hour. If there are initially $150$ bacteria in the culture, write the function $P(t)$ that models the number of bacteria as a…
A population of bacteria doubles every hour. If there are initially $150$ bacteria in the culture, write the function $P(t)$ that models the number of bacteria as a function of time $t$ (expressed in hours). How many bacteria will be in the culture after $4$ hours?
The appraised value of a utility car bought new in Ireland for $16\,000$ € depreciates by $20\,\%$ each year, such that its value after $t$ years is given by…
The appraised value of a utility car bought new in Ireland for $16\,000$ € depreciates by $20\,\%$ each year, such that its value after $t$ years is given by $V(t) = 16\,000 \times 0.8^t$.
- a) Without setting up formal equations, make a reasoned estimate of between which two consecutive whole years the car's value will drop below half of its original price ($8\,000$ €) for the first time. To justify your estimate, calculate in a simple way and bound the values of $V(1)$, $V(2)$, $V(3)$, and $V(4)$.
- b) Check your estimate by calculating the exact numerical values of $V(3)$ and $V(4)$ in decimal form. Based on the results, reason whether the car loses the same absolute amount of euros each year or not, and explain how this relates to exponential decay.
An amount of $5000$ euros is invested in a bank deposit offering an annual compound interest rate of $3\%$. Write the function that determines the accumulated capital…
An amount of $5000$ euros is invested in a bank deposit offering an annual compound interest rate of $3\%$.
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Write the function that determines the accumulated capital $C(t)$ after $t$ years.
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Calculate the total capital that will have accumulated after $10$ years.
A radioactive isotope has a half-life (the time it takes for its initial mass to be reduced by half) of $8$ days. Starting from an initial sample of $200$ grams: Write…
A radioactive isotope has a half-life (the time it takes for its initial mass to be reduced by half) of $8$ days. Starting from an initial sample of $200$ grams:
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Write the function $M(t)$ that gives the remaining mass of the isotope as a function of time $t$ in days.
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What mass of this isotope will remain after $24$ days?
According to censuses from the Ministry for the Ecological Transition and the Demographic Challenge (MITECO), the Iberian lynx population on the Iberian Peninsula grew…
According to censuses from the Ministry for the Ecological Transition and the Demographic Challenge (MITECO), the Iberian lynx population on the Iberian Peninsula grew from approximately $100$ individuals in the year $2002$ ($t = 0$) to about $1\,600$ individuals in the year $2022$ ($t = 20$). Assuming an exponential growth model of the form $P(t) = P_0 \times a^t$, where $t$ is the time in years elapsed since $2002$:
- a) Determine the exact values of the constant $P_0$ and the annual growth base $a$. Express the base $a$ as an irreducible power with base $2$.
- b) From the value of $a$, calculate the average annual percentage growth rate predicted by this model, rounding to the nearest $0.1\,\%$.
- c) Using only the properties of powers with base $2$ (without resorting to decimal approximations or logarithms), determine in which year the model would predict that the population would reach $6\,400$ lynxes. Explain why a purely exponential model ceases to be biologically realistic if projected over the very long term.
The spread of a virus in an isolated population of $10000$ inhabitants follows a logistic growth model given by the function: $P(t) = \frac{10000}{1 + 99 e^{-0.5t}}$…
The spread of a virus in an isolated population of $10000$ inhabitants follows a logistic growth model given by the function:
$P(t) = \frac{10000}{1 + 99 e^{-0.5t}}$
where $P(t)$ is the number of infected people and $t$ is the elapsed time in days from the start of the outbreak.
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Calculate the initial number of infected people at time $t = 0$.
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Determine how many people will be infected after $10$ days.
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Calculate the exact time required for half of the population to be infected.
According to Newton's law of cooling, the temperature of an object at time $t$ (in minutes) is given by the expression $T(t) = T_a + (T_0 - T_a)e^{-kt}$, where $T_a$ is…
According to Newton's law of cooling, the temperature of an object at time $t$ (in minutes) is given by the expression $T(t) = T_a + (T_0 - T_a)e^{-kt}$, where $T_a$ is the ambient temperature and $T_0$ is the initial temperature of the object. A cup of coffee at $90^\circ\text{C}$ is left in a room kept at a constant temperature of $20^\circ\text{C}$. If after $10$ minutes the temperature of the coffee has dropped to $60^\circ\text{C}$:
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Calculate the exact value of the cooling constant $k$.
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Determine the total time elapsed from the beginning for the coffee to reach a temperature of $30^\circ\text{C}$.
Back to the beginning: If the app starts with $N_0$ downloads and is multiplied by $k$ every hour, its evolution is $N(t) = N_0 \cdot k^t$; in the same way, the cup of tea's excess temperature over the room falls by the same fraction each interval, following $T(t)=T_a+(T_0-T_a)e^{-kt}$.