Optimisation and complete study of functions
What ticket price maximises the revenue of a cinema in Galway? What shape of box uses the least cardboard? These questions have something in common: there is a quantity that can be made larger or smaller by choosing a variable well, and there may be one, several or no optimal choices. The procedure is always the same, five fixed steps, and mastering it will help you with any optimisation question on the Leaving Cert and let you sketch cubic and quadratic graphs reliably.
The general procedure, step by step
Let $f(x) = x^{2} - 4x + 3$. a) Calculate $f'(x)$ and find the point where it equals zero. b) Is this point a maximum or a minimum? Justify your answer by studying the…
Let $f(x) = x^{2} - 4x + 3$.
- a) Calculate $f'(x)$ and find the point where it equals zero.
- b) Is this point a maximum or a minimum? Justify your answer by studying the sign of $f'$ on both sides.
The derivative of a function is $f'(x) = 2x - 6$. a) At which point does $f'$ equal zero? b) Where is $f$ increasing and where is it decreasing? c) What type of extremum…
The derivative of a function is $f'(x) = 2x - 6$.
- a) At which point does $f'$ equal zero?
- b) Where is $f$ increasing and where is it decreasing?
- c) What type of extremum does $f$ have, and at which point?
Determine whether the statement is true or false: "if $f'(3) = 0$, then $f$ has a relative maximum or minimum at $x = 3$". If false, give a specific counterexample and…
Determine whether the statement is true or false: "if $f'(3) = 0$, then $f$ has a relative maximum or minimum at $x = 3$". If false, give a specific counterexample and explain it.
Geometric problems
The most common type in exams: a figure with a fixed measurement (perimeter, amount of fencing, surface area of cardboard) where you are asked for the shape that makes another quantity a maximum or a minimum.
There are $40$ m of fencing available to enclose a rectangular pen on all four sides. a) If one side measures $x$, express the area of the pen in terms of $x$. b) What…
There are $40$ m of fencing available to enclose a rectangular pen on all four sides.
- a) If one side measures $x$, express the area of the pen in terms of $x$.
- b) What dimensions maximise the area? What shape is the pen then?
We want to fence $100$ m to make a rectangular vegetable patch against a wall, so that only three sides need to be fenced, as shown in the figure. a) If $x$ is the…
We want to fence $100$ m to make a rectangular vegetable patch against a wall, so that only three sides need to be fenced, as shown in the figure.
- a) If $x$ is the length of each side perpendicular to the wall and $y$ is the length of the parallel side, express $y$ as a function of $x$ and write the area function $A(x)$.
- b) Calculate the dimensions that maximise the area.
- c) What is this maximum area?
A window has the shape of a rectangle surmounted by a semicircle (arched window). The total perimeter of the frame is $12$ m and it is desired to let in as much light as…
A window has the shape of a rectangle surmounted by a semicircle (arched window). The total perimeter of the frame is $12$ m and it is desired to let in as much light as possible, that is, the area should be maximum.
- a) If $r$ is the radius of the semicircle and $h$ the height of the rectangle, write the relation between $r$ and $h$ imposed by the perimeter.
- b) Express the total area $A(r)$ as a function of $r$ only.
- c) Find the value of $r$ that maximises the area, leaving the result in terms of $\pi$, and calculate the full dimensions of the window.
Economic problems: minimum cost and maximum profit
The same five-step strategy solves business problems: minimising an average cost, maximising revenue or profit by adjusting the price.
A quadratic profit graph is symmetrical, so its maximum lies halfway between the two points where it cuts the horizontal axis. This is also where $f'(x)=0$.
The profit of a factory, in thousands of euros, when producing $x$ tonnes per week is $B(x) = -2x^{2} + 80x - 300$. a) What weekly production level maximises profit? b)…
The profit of a factory, in thousands of euros, when producing $x$ tonnes per week is $B(x) = -2x^{2} + 80x - 300$.
- a) What weekly production level maximises profit?
- b) What is this maximum profit, in euros?
A company has a revenue $I(q) = -0.2q^{2} + 60q$ and costs $C(q) = 20q + 800$, in euros, where $q$ are the units produced and sold. The figure shows both curves. a)…
A company has a revenue $I(q) = -0.2q^{2} + 60q$ and costs $C(q) = 20q + 800$, in euros, where $q$ are the units produced and sold. The figure shows both curves.
- a) Write the profit function $B(q)$ and calculate its derivative.
- b) What production level maximises profit? What is this maximum profit?
- c) Calculate the break-even points (the values of $q$ for which $B(q) = 0$) and relate them to the intersection points in the figure.
A market study estimates that the weekly profit of a shop, in euros, when selling $x$ units of a product is $B(x) = -x^{2} + 140x - 3,600$. a) How many units must it…
A market study estimates that the weekly profit of a shop, in euros, when selling $x$ units of a product is $B(x) = -x^{2} + 140x - 3,600$.
- a) How many units must it sell to obtain maximum profit? How much is this profit?
- b) For which sales levels does the shop lose money?
- c) If, due to storage limitations, it cannot sell more than $50$ units, what is its best decision then? Justify your answer using the monotonicity of $B$.
Complete study of a function
To sketch a graph reliably, without testing points at random, you always follow the same outline: intercepts with the axes; where it is increasing or decreasing, and the turning points.
Curvature and point of inflection
The sign of $f''(x)$ tells you how the curve bends. Where $f''(x)>0$ the graph is curving upwards (like a cup); where $f''(x)<0$ it is curving downwards (like a cap). A point of inflection is where the curve changes from one to the other, so $f''(x)=0$ there and the sign of $f''$ changes.
Study and sketch the function $f(x) = x^{3} - 3x^{2} + 2$: a) Axes intercepts. b) Intervals where the function is increasing and decreasing, and local extrema. c)…
Study and sketch the function $f(x) = x^{3} - 3x^{2} + 2$:
- a) Axes intercepts.
- b) Intervals where the function is increasing and decreasing, and local extrema.
- c) Curvature and point of inflection.
- d) Sketch the graph.
You can do it on paper and send a photo with your answer.
The figure shows the graph of a polynomial function $f$. Read the values you need from the grid. a) State the intervals where the function is increasing and decreasing.…
The figure shows the graph of a polynomial function $f$. Read the values you need from the grid.
- a) State the intervals where the function is increasing and decreasing.
- b) What is the sign of $f'(x)$ in each of those intervals? What is the value of $f'$ at the points where the function changes from increasing to decreasing or from decreasing to increasing?
- c) What are the coordinates of the relative maximum and minimum? Are they also absolute? Justify your answer by looking at the branches of the graph.
Carry out a complete study of the function $f(x) = x^{3} - 12x$ and sketch its graph: a) Domain, axis intercepts and symmetry. b) Intervals where the function is…
Carry out a complete study of the function $f(x) = x^{3} - 12x$ and sketch its graph:
- a) Domain, axis intercepts and symmetry.
- b) Intervals where the function is increasing and decreasing, and local extrema.
- c) Curvature and point of inflection.
- d) Sketch the graph using the information obtained.
You can do it on paper and send a photo with your answer.
Odd symmetry, horizontal asymptotes and limits
A function is odd if $f(-x)=-f(x)$: its graph is unchanged by a half-turn about the origin. A horizontal asymptote $y=L$ is a line the graph approaches as $x\to+\infty$ or $x\to-\infty$, that is, $f(x)\to L$.
For a graph with a vertical asymptote $x=a$, look at the values of $f$ as $x$ approaches $a$ from the left and from the right: they may go to $+\infty$ or $-\infty$. At a local maximum read from a graph, the slope is $f'(x)=0$.
Study the function $f(x) = \frac{x}{x^{2} + 1}$: a) Domain and symmetry (check that it is odd). b) Horizontal asymptote (calculate the limit as $x \to +\infty$). c)…
Study the function $f(x) = \frac{x}{x^{2} + 1}$:
- a) Domain and symmetry (check that it is odd).
- b) Horizontal asymptote (calculate the limit as $x \to +\infty$).
- c) Relative extrema and monotonicity.
- d) Using the above information, sketch its complete graph.
You can do it on paper and send a photo with your answer.
The figure shows the graph of a rational function with a vertical asymptote $x = 2$ and a horizontal asymptote $y = 1$. a) State the domain of the function and…
The figure shows the graph of a rational function with a vertical asymptote $x = 2$ and a horizontal asymptote $y = 1$.
- a) State the domain of the function and calculate, from the graph, $\lim_{x \to 2^{-}} f(x)$, $\lim_{x \to 2^{+}} f(x)$ and $\lim_{x \to +\infty} f(x)$.
- b) Estimate the coordinates of the local maximum marked with "?" and explain what condition the derivative must satisfy at that point.
- c) State the intervals where each branch is increasing and decreasing, and reason why the function has no extrema on the right branch.
- d) A classmate claims that the function could be $g(x) = 1 + \frac{3}{x - 2}$, which has the same asymptotes. Calculate $g'(x)$, study its sign and reason why that function cannot be the one in the graph.
From the graph to the final sketch
Once you have the intercepts, turning points and their nature, you can draw the final graph. Use the turning points and the intercepts to place the curve.
The figure shows the graph of a polynomial function $f$. Read the values you need from the grid. a) State the intervals where the function is increasing and decreasing.…
The figure shows the graph of a polynomial function $f$. Read the values you need from the grid.
- a) State the intervals where the function is increasing and decreasing.
- b) What is the sign of $f'(x)$ in each of those intervals? What is the value of $f'$ at the points where the function changes from increasing to decreasing or from decreasing to increasing?
- c) What are the coordinates of the relative maximum and minimum? Are they also absolute? Justify your answer by looking at the branches of the graph.
Back to the start: the cinema's revenue in Galway is greatest at €9 per ticket, where $I'(x)=0$.