Conjecture from numerical data or computation

The question provides numerical values or program outputs and asks the student to formulate a conjecture about the sequence's behavior (monotonicity, limit).

bac-s-maths 2013 Q4a View
(For candidates who have not followed the specialization course) Let the numerical sequence $(u _ { n })$ defined on $\mathbf{N}$ by: $$u _ { 0 } = 2 \quad \text { and for every natural number } n , u _ { n + 1 } = \frac { 2 } { 3 } u _ { n } + \frac { 1 } { 3 } n + 1$$
    1. [a.] Calculate $u _ { 1 } , u _ { 2 } , u _ { 3 }$ and $u _ { 4 }$. Approximate values to $10 ^ { - 2 }$ may be given.
    2. [b.] Form a conjecture about the monotonicity of this sequence.
    1. [a.] Prove that for every natural number $n$, $$u _ { n } \leqslant n + 3$$
    2. [b.] Prove that for every natural number $n$, $$u _ { n + 1 } - u _ { n } = \frac { 1 } { 3 } \left( n + 3 - u _ { n } \right)$$
    3. [c.] Deduce a validation of the previous conjecture.
  1. We denote by $\left( v _ { n } \right)$ the sequence defined on $\mathbf { N }$ by $v _ { n } = u _ { n } - n$.
    1. [a.] Prove that the sequence $\left( v _ { n } \right)$ is a geometric sequence with common ratio $\frac { 2 } { 3 }$.
    2. [b.] Deduce that for every natural number $n$, $$u _ { n } = 2 \left( \frac { 2 } { 3 } \right) ^ { n } + n$$
    3. [c.] Determine the limit of the sequence $(u _ { n })$.
  2. For every non-zero natural number $n$, we set: $$S _ { n } = \sum _ { k = 0 } ^ { n } u _ { k } = u _ { 0 } + u _ { 1 } + \ldots + u _ { n } \quad \text { and } \quad T _ { n } = \frac { S _ { n } } { n ^ { 2 } } .$$
    1. [a.] Express $S _ { n }$ as a function of $n$.
    2. [b.] Determine the limit of the sequence $(T _ { n })$.
bac-s-maths 2014 Q3 (non-specialization) 5 marks View
Consider the numerical sequence $(u_n)$ defined on $\mathbb{N}$ by:
$$u _ { 0 } = 2 \quad \text { and for every natural number } n , \quad u _ { n + 1 } = - \frac { 1 } { 2 } u _ { n } ^ { 2 } + 3 u _ { n } - \frac { 3 } { 2 } .$$
Part A: Conjecture
  1. Calculate the exact values, given as irreducible fractions, of $u _ { 1 }$ and $u _ { 2 }$.
  2. Give an approximate value to $10 ^ { - 5 }$ of the terms $u _ { 3 }$ and $u _ { 4 }$.
  3. Conjecture the direction of variation and the convergence of the sequence $(u_n)$.

Part B: Validation of conjectures
Consider the numerical sequence $\left( v _ { n } \right)$ defined for every natural number $n$, by: $v _ { n } = u _ { n } - 3$.
  1. Show that, for every natural number $n , v _ { n + 1 } = - \frac { 1 } { 2 } v _ { n } ^ { 2 }$.
  2. Prove by induction that, for every natural number $n , - 1 \leqslant v _ { n } \leqslant 0$.
  3. a. Prove that, for every natural number $n , v _ { n + 1 } - v _ { n } = - v _ { n } \left( \frac { 1 } { 2 } v _ { n } + 1 \right)$. b. Deduce the direction of variation of the sequence $\left( v _ { n } \right)$.
  4. Why can we then affirm that the sequence $\left( v _ { n } \right)$ converges?
  5. Let $\ell$ denote the limit of the sequence $(v_n)$. It is admitted that $\ell$ belongs to the interval $[ - 1 ; 0 ]$ and satisfies the equality: $\ell = - \frac { 1 } { 2 } \ell ^ { 2 }$. Determine the value of $\ell$.
  6. Are the conjectures made in Part A validated?
bac-s-maths 2018 Q5 5 marks View
Exercise 5
5 points
Candidates who have not followed the specialized course
Let $k$ be a strictly positive real number. We consider the sequence ( $u _ { n }$ ) defined by $u _ { 0 } = 1 , u _ { 1 } = k$ and, for all natural integer $n$ by:
$$u _ { n + 2 } = \frac { u _ { n + 1 } ^ { 2 } } { k u _ { n } }$$
It is admitted that all terms of the sequence ( $u _ { n }$ ) exist and are strictly positive.
  1. Express $u _ { 2 } , u _ { 3 }$ and $u _ { 4 }$ as functions of $k$.
  2. Using a spreadsheet, the first terms of the sequence ( $u _ { n }$ ) were calculated for two values of $k$. The value of the real number $k$ is entered in cell E 2 .

ABCDEABCDE
1$n$$u ( n )$1$n$$u ( n )$
201$k =$2.7182818201$k =$0.9
312.7182818310.9
422.7182818420.9
531531
640.1353353641.2345679
750.0067319751.6935088
860.000 1234862.581 1748
97$8.315 \mathrm { E } - 07$974.3712422
108$2.061 \mathrm { E } - 09$1088.2252633
bac-s-maths 2018 Q4a 5 marks View
Exercise 4 — For candidates who have NOT followed the speciality course We consider the function $f$ defined on $\mathbb{R}$ by: $$f(x) = \frac{1}{2}x^{2} - x + \frac{3}{2}$$ Let $a$ be a positive real number. We define the sequence $(u_{n})$ by $u_{0} = a$ and, for every natural number $n$: $u_{n+1} = f(u_{n})$. The purpose of this exercise is to study the behaviour of the sequence $(u_{n})$ as $n$ tends to $+\infty$, depending on different values of its first term $u_{0} = a$.
  1. Using a calculator, conjecture the behaviour of the sequence $(u_{n})$ as $n$ tends to $+\infty$, for $a = 2.9$ then for $a = 3.1$.
  2. In this question, we assume that the sequence $(u_{n})$ converges to a real number $\ell$. a. By noting that $u_{n+1} = \frac{1}{2}u_{n}^{2} - u_{n} + \frac{3}{2}$, show that $\ell = \frac{1}{2}\ell^{2} - \ell + \frac{3}{2}$. b. Show that the possible values of $\ell$ are 1 and 3.
  3. In this question, we take $a = 2.9$. a. Show that $f$ is increasing on the interval $[1; +\infty[$. b. Show by induction that, for every natural number $n$, we have: $1 \leqslant u_{n+1} \leqslant u_{n}$. c. Show that $(u_{n})$ converges and determine its limit.
  4. In this question, we take $a = 3.1$ and we admit that the sequence $(u_{n})$ is increasing. a. Using the previous questions show that the sequence $(u_{n})$ is not bounded above. b. Deduce the behaviour of the sequence $(u_{n})$ as $n$ tends to $+\infty$. c. The following algorithm calculates the smallest rank $p$ for which $u_{p} > 10^{6}$. Copy and complete this algorithm. $P$ is a natural number and $U$ is a real number. \begin{verbatim} P <- 0 U..... Tant que... P ...... U ...... Fin Tant que \end{verbatim}
bac-s-maths 2021 Q3 View
Consider the sequence $(u_n)$ defined by: $u_0 = 1$ and, for every natural integer $n$, $$u_{n+1} = \frac{4u_n}{u_n + 4}.$$
1. The screenshot below presents the values, calculated using a spreadsheet, of the terms of the sequence $(u_n)$ for $n$ varying from 0 to 12, as well as those of the quotient $\frac{4}{u_n}$, (with, for the values of $u_n$, display of two digits for the decimal parts). Using these values, conjecture the expression of $\frac{4}{u_n}$ as a function of $n$. The purpose of this exercise is to prove this conjecture (question 5.) and to deduce the limit of the sequence $(u_n)$ (question 6.).
$n$$u_n$$\frac{4}{u_n}$
01,004
10,805
20,676
30,577
40,508
50,449
60,4010
70,3611
80,3312
90,3113
100,2914
110,2715
120,2516

  1. Prove by induction that, for every natural integer $n$, we have: $u_n > 0$.
  2. Prove that the sequence $(u_n)$ is decreasing.
  3. What can be concluded from questions 2. and 3. concerning the sequence $(u_n)$?
  4. Consider the sequence $(v_n)$ defined for every natural integer $n$ by: $v_n = \frac{4}{u_n}$.

Prove that $(v_n)$ is an arithmetic sequence. Specify its common difference and its first term. Deduce, for every natural integer $n$, the expression of $v_n$ as a function of $n$.
6. Determine, for every natural integer $n$, the expression of $u_n$ as a function of $n$.
Deduce the limit of the sequence $(u_n)$.
bac-s-maths 2021 QA 5 marks View
Main topics covered: Numerical sequences; proof by induction; geometric sequences.
The sequence $(u_{n})$ is defined on $\mathbb{N}$ by $u_{0} = 1$ and for every natural number $n$, $$u_{n+1} = \frac{3}{4}u_{n} + \frac{1}{4}n + 1.$$
  1. Calculate, showing the calculations in detail, $u_{1}$ and $u_{2}$ in the form of irreducible fractions.

The extract, reproduced below, from a spreadsheet created with a spreadsheet application presents the values of the first terms of the sequence $(u_{n})$.
AB
1$n$$u_{n}$
201
311.75
422.5625
533.421875
644.31640625

  1. a. What formula, then extended downward, can be written in cell B3 of the spreadsheet to obtain the successive terms of $(u_{n})$ in column B? b. Conjecture the direction of variation of the sequence $(u_{n})$.
  2. a. Prove by induction that, for every natural number $n$, we have: $n \leqslant u_{n} \leqslant n+1$. b. Deduce from this, justifying the answer, the direction of variation and the limit of the sequence $(u_{n})$. c. Prove that: $$\lim_{n \rightarrow +\infty} \frac{u_{n}}{n} = 1$$
  3. We denote by $(v_{n})$ the sequence defined on $\mathbb{N}$ by $v_{n} = u_{n} - n$ a. Prove that the sequence $(v_{n})$ is geometric with common ratio $\frac{3}{4}$. b. Deduce from this that, for every natural number $n$, we have: $u_{n} = \left(\frac{3}{4}\right)^{n} + n$.
bac-s-maths 2022 Q2 7 marks View
Exercise 2 (7 points) -- Sequences, functions
Let $k$ be a real number. Consider the sequence $\left(u_n\right)$ defined by its first term $u_0$ and for every natural number $n$, $$u_{n+1} = k u_n \left(1 - u_n\right)$$
The two parts of this exercise are independent. We study two cases depending on the values of $k$.
Part 1
In this part, $k = 1.9$ and $u_0 = 0.1$. Therefore, for every natural number $n$, $u_{n+1} = 1.9 u_n \left(1 - u_n\right)$.
  1. Consider the function $f$ defined on $[0; 1]$ by $f(x) = 1.9x(1 - x)$. a. Study the variations of $f$ on the interval $[0; 1]$. b. Deduce that if $x \in [0; 1]$ then $f(x) \in [0; 1]$.
  2. Below are represented the first terms of the sequence $\left(u_n\right)$ constructed from the curve $\mathscr{C}_f$ of the function $f$ and the line $D$ with equation $y = x$. Conjecture the direction of variation of the sequence $(u_n)$ and its possible limit.
  3. a. Using the results from question 1, prove by induction that for every natural number $n$: $$0 \leqslant u_n \leqslant u_{n+1} \leqslant \frac{1}{2}$$ b. Deduce that the sequence $(u_n)$ converges. c. Determine its limit.

Part 2
In this part, $k = \frac{1}{2}$ and $u_0 = \frac{1}{4}$. Therefore, for every natural number $n$, $u_{n+1} = \frac{1}{2} u_n \left(1 - u_n\right)$ and $u_0 = \frac{1}{4}$. We admit that for every natural number $n$: $0 \leqslant u_n \leqslant \left(\frac{1}{2}\right)^n$.
  1. Prove that the sequence $(u_n)$ converges and determine its limit.
  2. Consider the Python function \texttt{algo(p)} where \texttt{p} denotes a non-zero natural number: \begin{verbatim} def algo(p) : u = 1/4 n = 0 while u > 10**(-p): u = 1/2*u*(1 - u) n = n+1 return(n) \end{verbatim} Explain why, for every non-zero natural number $p$, the while loop does not run indefinitely, which allows the command \texttt{algo(p)} to return a value.
bac-s-maths 2024 Q4 6 marks View
The objective of this exercise is to conjecture in Part A and then prove in Part B the behavior of a sequence. The two parts can, however, be treated independently. We consider the sequence ( $u _ { n }$ ) defined by $u _ { 0 } = 3$ and for all $n \in \mathbb { N }$ :
$$u _ { n + 1 } = \frac { 4 } { 5 - u _ { n } } .$$
Part A
  1. Copy and complete the following Python function suite(n) which takes as parameter the rank $n$ and returns the value of the term $u _ { n }$.

\begin{verbatim} def suite(n): u = ... for i in range(n) : ... return u \end{verbatim}
  1. The execution of suite(2) returns 1.3333333333333333 .

Perform a calculation to verify and explain this output.
3. Using the outputs below, make a conjecture about the direction of variation and a conjecture about the convergence of the sequence ( $u _ { n }$ ).
\begin{verbatim} > suite(2) 1.3333333333333333 >> suite(5) 1.0058479532163742 >> suite(10) 1.0000057220349845 > suite(20) 1.000000000005457 \end{verbatim}
Part B We consider the function $f$ defined and differentiable on the interval $] - \infty ; 5 [$ by:
$$f ( x ) = \frac { 4 } { 5 - x }$$
Thus, the sequence ( $u _ { n }$ ) is defined by $u _ { 0 } = 3$ and for all $n \in \mathbb { N } , u _ { n + 1 } = f \left( u _ { n } \right)$.
  1. Show that the function $f$ is increasing on the interval $] - \infty$; 5[.
  2. Prove by induction that for every natural integer $n$ we have:

$$1 \leqslant u _ { n + 1 } \leqslant u _ { n } \leqslant 4 .$$
  1. a. Let $x$ be a real number in the interval $] - \infty$; 5[. Prove the following equivalence:
    $$f ( x ) = x \Longleftrightarrow x ^ { 2 } - 5 x + 4 = 0 .$$
    b. Solve $f ( x ) = x$ in the interval $] - \infty$; 5[.
  2. Prove that the sequence ( $u _ { n }$ ) is convergent. Determine its limit.
  3. Would the behavior of the sequence be identical by choosing as initial term $u _ { 0 } = 4$ instead of $u _ { 0 } = 3$ ?
bac-s-maths 2025 Q3 4 marks View
Consider the sequences $\left(v_n\right)$ and $\left(w_n\right)$ defined for every natural integer $n$ by:
$$\left\{ \begin{array}{ll} v_0 &= \ln(4) \\ v_{n+1} &= \ln\left(-1 + 2\mathrm{e}^{v_n}\right) \end{array} \quad \text{and} \quad w_n = -1 + \mathrm{e}^{v_n} \right.$$
We admit that the sequence $\left(v_n\right)$ is well defined and strictly positive.
  1. Give the exact values of $v_1$ and $w_0$.
  2. a. Among the three formulas below, choose the formula which, entered in cell B3 then copied downward, will allow you to obtain the values of the sequence $(v_n)$ in column B.
    Formula 1$\mathrm{LN}\left(-1 + 2^*\operatorname{EXP}(\mathrm{B}2)\right)$
    Formula 2$=\mathrm{LN}\left(-1 + 2^*\operatorname{EXP}(\mathrm{B}2)\right)$
    Formula 3$=\mathrm{LN}\left(-1 + 2^*\operatorname{EXP}(\mathrm{A}2)\right)$

    b. Conjecture the direction of variation of the sequence $\left(v_n\right)$. c. Using a proof by induction, validate your conjecture concerning the direction of variation of the sequence $(v_n)$.
  3. a. Prove that the sequence $(w_n)$ is geometric. b. Deduce that for every natural integer $n$, $v_n = \ln\left(1 + 3 \times 2^n\right)$. c. Determine the limit of the sequence $\left(v_n\right)$.
  4. Justify that the following algorithm written in Python language returns a result regardless of the choice of the value of the number S. \begin{verbatim} from math import* def seuil(S): V=ln(4) n=0 while V < S : n=n+1 V=ln(2*exp(V)-1) return(n) \end{verbatim}