Growth, Maxima, and Minima
A fair rocket goes up, reaches its maximum height, and falls; a hiker in the Sierra Madre climbs to a summit, goes down to the valley, and climbs again. In both cases what is interesting is not just the value of the function at each moment, but how it changes: when it increases, when it decreases, and at exactly which point it stops to change direction. Learning to locate those points will help you optimize: earn the most, spend the least.
Increasing and Decreasing on an Interval
In terms of the graph: moving along it from left to right, if it goes up it is increasing; if it goes down, decreasing; if it stays flat, constant.
From the graph of the function $f(x)$ below, determine the intervals where the function is strictly increasing and where it is strictly decreasing.
From the graph of the function $f(x)$ below, determine the intervals where the function is strictly increasing and where it is strictly decreasing.
Sketch a continuous graph in your notebook whose domain is all of $\mathbb{R}$, which is strictly increasing in the intervals $(-\infty, -2)$ and $(3, +\infty)$, and…
Sketch a continuous graph in your notebook whose domain is all of $\mathbb{R}$, which is strictly increasing in the intervals $(-\infty, -2)$ and $(3, +\infty)$, and strictly decreasing in the interval $(-2, 3)$. Based on your sketch, what type of local extrema (maximum or minimum) will occur at the x-coordinates $x = -2$ and $x = 3$?
You can do it on paper and send a photo with your answer.
The following graph shows the monthly subscribers $S(t)$ (in thousands) of a digital magazine during its first year of operation ($t$ in months, from $t=0$ to $t=12$).…
The following graph shows the monthly subscribers $S(t)$ (in thousands) of a digital magazine during its first year of operation ($t$ in months, from $t=0$ to $t=12$). Identify the intervals over which the number of subscribers increases and decreases. In which months are local maximums and minimums reached?
Maxima and Minima, Relative and Absolute
Look at the graph of the function $g(x)$ and write down the exact coordinates of the points labelled A, B and C. State whether each point is a local maximum or local…
Look at the graph of the function $g(x)$ and write down the exact coordinates of the points labelled A, B and C. State whether each point is a local maximum or local minimum. Are any of these turning points also absolute extrema on the domain shown?
The accompanying graph represents the speed $v$ (in km/h) of a vehicle along a journey as a function of time $t$ (in minutes). State the time intervals over which the…
The accompanying graph represents the speed $v$ (in km/h) of a vehicle along a journey as a function of time $t$ (in minutes). State the time intervals over which the vehicle accelerates (increasing speed), decelerates (decreasing speed), or maintains a constant speed. What is the maximum speed reached during the journey and for how long is it maintained?
Sketch a continuous function $f(x)$ in your notebook that satisfies all of the following conditions simultaneously: Its domain is the interval $[-5, 6]$. Its range is…
Sketch a continuous function $f(x)$ in your notebook that satisfies all of the following conditions simultaneously:
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Its domain is the interval $[-5, 6]$.
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Its range is the interval $[-2, 5]$.
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It is strictly increasing in $[-5, -1] \cup [3, 6]$ and strictly decreasing in $[-1, 3]$.
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It passes through the points $(-1, 5)$ and $(3, -2)$.
What do the points $(-1, 5)$ and $(3, -2)$ represent mathematically on the graph of this function?
The Vertex of the Parabola as an Extremum
Given the quadratic function $f(x) = -3x^2 + 12x - 5$, state, without plotting the graph or calculating its coordinates, whether the vertex of the parabola corresponds…
Given the quadratic function $f(x) = -3x^2 + 12x - 5$, state, without plotting the graph or calculating its coordinates, whether the vertex of the parabola corresponds to a local maximum or a local minimum. Justify your answer by looking at the signs of the coefficients of the function.
The height $h$ (in meters) reached by a fireworks rocket as a function of time $t$ (in seconds) since launch is given by the expression $h(t) = -5t^2 + 40t + 2$.…
The height $h$ (in meters) reached by a fireworks rocket as a function of time $t$ (in seconds) since launch is given by the expression $h(t) = -5t^2 + 40t + 2$. Calculate the exact time at which the rocket reaches its maximum height and the exact value of this height.
The number of individuals $N$ in an insect population in a laboratory experiment varies with the number of days $t$ elapsed according to the quadratic model…
The number of individuals $N$ in an insect population in a laboratory experiment varies with the number of days $t$ elapsed according to the quadratic model $N(t) = 3t^2 - 24t + 150$, valid for $t \ge 0$. Determine on which day the insect population reaches its minimum size and how many individuals make up the population at that exact moment.
Optimizing with the Vertex
Many problems ask for "the largest" or "the smallest": the maximum area of a plot of land, the maximum profit of a business. If the model is quadratic, the answer is at the vertex. The steps are: write the function, calculate $x_v$, and evaluate $f(x_v)$.
A total of $60$ meters of metal fencing is available to enclose a rectangular vegetable garden against the straight wall of a barn, so only three sides need fencing. If…
A total of $60$ meters of metal fencing is available to enclose a rectangular vegetable garden against the straight wall of a barn, so only three sides need fencing. If $x$ is the length of the two sides perpendicular to the barn wall, find the quadratic function $A(x)$ that expresses the area of the garden in terms of $x$. What must be the exact dimensions of the garden for its area to be as large as possible?
The profit $B(x)$, in pesos, earned by a factory from selling $x$ units of an exclusive product is given by the quadratic function with parameters…
The profit $B(x)$, in pesos, earned by a factory from selling $x$ units of an exclusive product is given by the quadratic function with parameters $B(x) = -ax^2 + bx - 10\,000$. A market study shows that the maximum profit is achieved when selling exactly $40$ units and that this maximum profit is $22\,000$ pesos. Set up a system of equations and calculate the values of the parameters $a$ and $b$.
The energy consumption $C(v)$ (in kWh per 100 km) of a new electric vehicle as a function of its constant speed $v$ (in km/h) can be approximately modelled by the…
The energy consumption $C(v)$ (in kWh per 100 km) of a new electric vehicle as a function of its constant speed $v$ (in km/h) can be approximately modelled by the quadratic expression $C(v) = 0.02v^2 - 1.6v + 45$, valid for speeds in the range from $20$ to $100$ km/h. At what exact speed should the vehicle travel for its energy consumption to be as low as possible? What is this minimum consumption?
Extrema in Polynomials and Even Functions
A graph shaped like a "W" (a degree-4 polynomial) has two relative minima and a relative maximum between them. To read them, move along the graph from left to right: a minimum is where it goes from decreasing to increasing and a maximum where it goes from increasing to decreasing. If the function is even, the extrema appear in symmetric pairs.
The following graph corresponds to a degree 4 polynomial function, $f(x)$, which has a W-shape. By observing the graph, estimate the coordinates of its local extrema…
The following graph corresponds to a degree 4 polynomial function, $f(x)$, which has a W-shape. By observing the graph, estimate the coordinates of its local extrema (maximums and minimums). Next, knowing that the function is perfectly symmetrical with respect to the y-axis (it is an even function), reason and prove whether the average rate of change in the symmetric interval $[-3, 3]$ will be positive, negative, or zero.
Extension: Average Rate of Change
The average rate of change (or mean rate of change, TVM) of $f$ on $[a, b]$ is
$$\text{TVM}[a,b] = \frac{f(b)-f(a)}{b-a}$$and it is the slope of the secant line joining $(a, f(a))$ to $(b, f(b))$.
Calculate the average rate of change of the linear function $f(x) = 4x - 7$ in the interval $[-2, 3]$. Based on your result, what can you deduce about whether the…
Calculate the average rate of change of the linear function $f(x) = 4x - 7$ in the interval $[-2, 3]$. Based on your result, what can you deduce about whether the function is increasing or decreasing in this interval?
The following table of values shows the altitude $h$ (in meters) of a weather balloon as a function of time $t$ (in seconds) since launch. | $t$ (s) | $0$ | $2$ | $4$ |…
The following table of values shows the altitude $h$ (in meters) of a weather balloon as a function of time $t$ (in seconds) since launch.
| $t$ (s) | $0$ | $2$ | $4$ | $6$ | $8$ |
|---|---|---|---|---|---|
| $h$ (m) | $15$ | $28$ | $45$ | $60$ | $72$ |
Calculate the average rate of change in the intervals $[0, 2]$ and $[4, 6]$. Based on these results, is the altitude function increasing or decreasing over these intervals?
A hiker records the altitude $h$ at different times $t$ during a mountain walk: | $t$ (hours) | $0$ | $1$ | $2$ | $3$ | $4$ | $5$ |…
A hiker records the altitude $h$ at different times $t$ during a mountain walk:
| $t$ (hours) | $0$ | $1$ | $2$ | $3$ | $4$ | $5$ |
|---|---|---|---|---|---|---|
| $h$ (meters) | $800$ | $1200$ | $1500$ | $1400$ | $1100$ | $1300$ |
Calculate the average rate of change in the intervals $[0, 2]$, $[2, 4]$ and $[4, 5]$. From the signs of these results, deduce approximately when the hiker reached the summit of the first mountain climbed and when they finished descending into the valley before climbing again.
Extension: Piecewise Functions
Removing the absolute value
Absolute value also produces piecewise functions: $|u|=u$ if $u\ge 0$ and $|u|=-u$ if $u<0$. To write $f(x)=|g(x)|$ without the bars:
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Find where $g(x)$ equals zero and split the $X$-axis into intervals.
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Check the sign of $g$ on each interval.
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Where $g\ge 0$, the piece is $g(x)$; where $g<0$, the piece is $-g(x)$ (all its signs changed).
The temperature of an industrial oven starts at $20 \ ^\circ\text{C}$. During the first $15$ minutes it rises uniformly until reaching $220 \ ^\circ\text{C}$. It remains…
The temperature of an industrial oven starts at $20 \ ^\circ\text{C}$. During the first $15$ minutes it rises uniformly until reaching $220 \ ^\circ\text{C}$. It remains at this constant temperature for $45$ minutes to bake some parts, and is then switched off, with the temperature falling uniformly to $20 \ ^\circ\text{C}$ over $30$ minutes. State the time intervals over which the temperature is increasing, decreasing, and constant, as well as the absolute maximum value reached by the function.
Consider the function $f(x)$ defined piecewise as follows: $f(x) = \begin{cases} -2x + 6 & \text{if } x < 2 \\ x^2 - 8x + 14 & \text{if } x \ge 2 \end{cases}$ Find the…
Consider the function $f(x)$ defined piecewise as follows:
$f(x) = \begin{cases} -2x + 6 & \text{if } x < 2 \\ x^2 - 8x + 14 & \text{if } x \ge 2 \end{cases}$
Find the coordinates of the vertex of the parabolic section and determine whether the function has any local or absolute minimum over its entire domain.
Consider the function defined using a modulus $f(x) = |x^2 - 6x + 5|$. Knowing that the inner parabola $y = x^2 - 6x + 5$ crosses the x-axis at $x=1$ and $x=5$, express…
Consider the function defined using a modulus $f(x) = |x^2 - 6x + 5|$. Knowing that the inner parabola $y = x^2 - 6x + 5$ crosses the x-axis at $x=1$ and $x=5$, express $f(x)$ as a piecewise function without using the modulus symbol. Then, find the coordinates of the three local extrema of $f(x)$ and state its intervals of monotonicity.
Extension: Toward the Derivative
The average rate of change measures the average change between two points, but it doesn't tell you what rate $f$ has at a specific point. If you bring $b$ closer and closer to $a$, the average rate of change approaches a value: the instantaneous rate of change at $a$, which you will later call the derivative. It is the slope of the tangent line at that point.
Given the rational function with an unknown parameter $f(x) = \frac{k}{x+2}$, find the exact value of $k$ knowing that the average rate of change of the function in the…
Given the rational function with an unknown parameter $f(x) = \frac{k}{x+2}$, find the exact value of $k$ knowing that the average rate of change of the function in the interval $[0, 2]$ is equal to $-1$. Having found the value of $k$, justify algebraically whether the function is increasing or decreasing across the entire interval $(-2, +\infty)$.
Two rescue boats set off from the same point in the open sea at the same time. Boat A travels in a straight line North at a constant speed of $20$ km/h, and boat B…
Two rescue boats set off from the same point in the open sea at the same time. Boat A travels in a straight line North at a constant speed of $20$ km/h, and boat B travels East at a constant speed of $15$ km/h. The squared distance between both boats as a function of time $t$ (in hours) is given by the function $D(t) = (20t)^2 + (15t)^2$. Prove algebraically that the actual distance between them is a strictly increasing function for any time $t > 0$ by calculating the general Average Rate of Change in an interval $[t_1, t_2]$ (with $0 < t_1 < t_2$).
The attached graph does not represent a normal function $f(x)$, but rather the value of its Instantaneous Rate of Change (or rate of growth) at each point $x$. That is,…
The attached graph does not represent a normal function $f(x)$, but rather the value of its Instantaneous Rate of Change (or rate of growth) at each point $x$. That is, if the graph shown is above the x-axis, the original function $f(x)$ is increasing; if it is below, it is decreasing. From this graph, deduce in which intervals the original function $f(x)$ is increasing and decreasing. At what exact value of $x$ will $f(x)$ reach a local extremum? Justify whether it is a maximum or a minimum.
Back to the beginning: the hiker reaches a summit (relative maximum) when going from climbing to descending, and a valley (relative minimum) when going from descending to climbing; the rocket reaches its maximum height at the vertex of its parabola.