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BAC1 ss · Mathematics
Derivatives · Derivatives

Optimisation and complete study of functions

What entrance price maximises a cinema's revenue? 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 is enough to pass any optimisation exam and to sketch reliably any function you are asked about.

Before you start, make sure you know: Rules of differentiation (4th ESO)
Before you start, make sure you know: Lengths, areas and volumes (4th ESO)

The general procedure, step by step

Sequential diagram with the five optimisation steps: variable, function, constraint, zero derivative and check with answer. 1. Variable 2. Function to optimise 3. Constraint → a single variable 4. f'(x) = 0 5. Check and answer
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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 $f(x) = x^{2} - 4x + 3$.

  1. a) Calculate $f'(x)$ and find the point where it equals zero.
  1. b) Is this point a maximum or a minimum? Justify your answer by studying the sign of $f'$ on both sides.
Solve
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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 $f'(x) = 2x - 6$.

  1. a) At which point does $f'$ equal zero?
  1. b) Where is $f$ increasing and where is it decreasing?
  1. c) What type of extremum does $f$ have, and at which point?
Solve

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.

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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.

STONE WALL (UNCHANGEABLE) x x y Area = ? x · y (max) Available fence: 100 m 2x + y = 100 (3 sides only)
  1. 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 $A(x)$.
  1. b) Calculate the dimensions that maximise the area.
  1. c) What is this maximum area?
Solve
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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.

  1. 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.
  1. b) Express the total area $A(r)$ as a function of $r$ only.
  1. 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.
Solve

Economic problems: minimum cost and maximum profit

The same five-step strategy solves business problems: minimising an average cost, maximising revenue by adjusting the price.

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A cinema with $400$ seats sells tickets for $8\ \text{ €}$ and fills every session. The manager estimates that for every $0,50\ \text{ €}$ increase in price, they will…

A cinema with $400$ seats sells tickets for $8\ \text{ €}$ and fills every session. The manager estimates that for every $0,50\ \text{ €}$ increase in price, they will lose $20$ viewers.

  1. a) If $x$ is the number of $0,50\ \text{ €}$ price increases, write the revenue function $I(x)$.
  1. b) What ticket price maximises the revenue? How much is this maximum revenue?
  1. c) Above what price would the revenue be less than the current full house revenue?
  1. d) The manager decides not to raise the price by more than $2\ \text{ €}$ so as not to empty the auditorium. Is it worth raising it by those $2\ \text{ €}$? Justify your answer using the model.
Solve
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The total cost of producing $q$ units of a product is $C(q) = q^{2} + 30q + 25$, in euros. a) Write the average cost per unit function, $CM(q) = \frac{C(q)}{q}$, for…

The total cost of producing $q$ units of a product is $C(q) = q^{2} + 30q + 25$, in euros.

  1. a) Write the average cost per unit function, $CM(q) = \frac{C(q)}{q}$, for $q > 0$.
  1. b) Calculate the value of $q$ that minimises the average cost and verify, by studying the sign of $CM'(q)$, that it is a minimum.
  1. c) Calculate the marginal cost $C'(q)$ at that same value and check that it coincides with the minimum average cost. Is it a coincidence? Investigate the relationship between $CM'(q)$ and $C'(q) - CM(q)$ and state the general conclusion.
Solve

Complete study of a function

To sketch a graph reliably, without testing points at random, you always follow the same outline: domain, intercepts with the axes and symmetry; monotonicity and extrema; curvature and inflection; and, if needed, asymptotes.

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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 $f(x) = x^{3} - 3x^{2} + 2$:

  1. a) Axes intercepts.
  1. b) Intervals where the function is increasing and decreasing, and local extrema.
  1. c) Curvature and point of inflection.
  1. d) Sketch the graph.

You can do it on paper and send a photo with your answer.

Solve

From the graph to the final sketch: asymptotes

For rational functions, the complete study includes the asymptotes: lines that the graph approaches indefinitely, either at the edges of the domain or at infinity. The graph may cross a horizontal or oblique asymptote at finite values of $x$.

Illustrative graph of a function with vertical asymptote x = 2 and horizontal asymptote y = 1: near x = 2 the branches grow or decrease without bound and at the ends they approach y = 1. x = 2 y = 1
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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 $f(x) = \frac{x}{x^{2} + 1}$:

  1. a) Domain and symmetry (check that it is odd).
  1. b) Horizontal asymptote (calculate the limit as $x \to +\infty$).
  1. c) Relative extrema and monotonicity.
  1. d) Using the above information, sketch its complete graph.

You can do it on paper and send a photo with your answer.

Solve
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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 $y = 1$.

x y −4 −2 4 6 8 −2 2 4 0 y = 1 x = 2 ?
  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 $\lim_{x \to +\infty} f(x)$.
  1. b) Estimate the coordinates of the local maximum marked with "?" and explain what condition the derivative must satisfy at that point.
  1. c) State the intervals where each branch is increasing and decreasing, and reason why the function has no extrema on the right branch.
  1. 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.
Solve

Back to the start: To design an open box with a fixed volume and the least cardboard, the base must be square and the height equal to half the side of the base; this result is obtained by setting the derivative of the surface area equal to zero.

Summary

See all the exercises in this section