grandes-ecoles

Papers (191)
2025
centrale-maths1__official 40 centrale-maths2__official 42 mines-ponts-maths1__mp 20 mines-ponts-maths1__pc 21 mines-ponts-maths1__psi 21 mines-ponts-maths2__mp 28 mines-ponts-maths2__pc 24 mines-ponts-maths2__psi 26 polytechnique-maths-a__mp 27 polytechnique-maths__fui 16 polytechnique-maths__pc 27 x-ens-maths-a__mp 18 x-ens-maths-c__mp 9 x-ens-maths-d__mp 38 x-ens-maths__pc 27 x-ens-maths__psi 38
2024
centrale-maths1__official 28 centrale-maths2__official 29 geipi-polytech__maths 9 mines-ponts-maths1__mp 25 mines-ponts-maths1__pc 20 mines-ponts-maths1__psi 19 mines-ponts-maths2__mp 23 mines-ponts-maths2__pc 21 mines-ponts-maths2__psi 21 polytechnique-maths-a__mp 44 polytechnique-maths-b__mp 37 x-ens-maths-a__mp 43 x-ens-maths-b__mp 35 x-ens-maths-c__mp 22 x-ens-maths-d__mp 45 x-ens-maths__pc 24 x-ens-maths__psi 26
2023
centrale-maths1__official 44 centrale-maths2__official 33 e3a-polytech-maths__mp 4 mines-ponts-maths1__mp 15 mines-ponts-maths1__pc 23 mines-ponts-maths1__psi 23 mines-ponts-maths2__mp 22 mines-ponts-maths2__pc 18 mines-ponts-maths2__psi 22 polytechnique-maths__fui 23 x-ens-maths-a__mp 25 x-ens-maths-b__mp 24 x-ens-maths-c__mp 20 x-ens-maths-d__mp 20 x-ens-maths__pc 18 x-ens-maths__psi 15
2022
centrale-maths1__mp 48 centrale-maths1__official 48 centrale-maths1__pc 37 centrale-maths1__psi 43 centrale-maths2__mp 32 centrale-maths2__official 32 centrale-maths2__pc 39 centrale-maths2__psi 45 mines-ponts-maths1__mp 25 mines-ponts-maths1__pc 24 mines-ponts-maths1__psi 24 mines-ponts-maths2__mp 24 mines-ponts-maths2__pc 19 mines-ponts-maths2__psi 20 x-ens-maths-a__mp 13 x-ens-maths-b__mp 40 x-ens-maths-c__mp 27 x-ens-maths-d__mp 46 x-ens-maths1__mp 13 x-ens-maths2__mp 40 x-ens-maths__pc 15 x-ens-maths__pc_cpge 15 x-ens-maths__psi 22 x-ens-maths__psi_cpge 23
2021
centrale-maths1__mp 40 centrale-maths1__official 40 centrale-maths1__pc 36 centrale-maths1__psi 29 centrale-maths2__mp 30 centrale-maths2__official 29 centrale-maths2__pc 38 centrale-maths2__psi 37 x-ens-maths2__mp 39 x-ens-maths__pc 44
2020
centrale-maths1__mp 42 centrale-maths1__official 42 centrale-maths1__pc 36 centrale-maths1__psi 40 centrale-maths2__mp 38 centrale-maths2__official 38 centrale-maths2__pc 40 centrale-maths2__psi 39 mines-ponts-maths1__mp_cpge 24 mines-ponts-maths2__mp_cpge 21 x-ens-maths-a__mp_cpge 18 x-ens-maths-b__mp_cpge 20 x-ens-maths-d__mp 14 x-ens-maths1__mp 18 x-ens-maths2__mp 20 x-ens-maths__pc 18
2019
centrale-maths1__mp 37 centrale-maths1__official 37 centrale-maths1__pc 40 centrale-maths1__psi 39 centrale-maths2__mp 37 centrale-maths2__official 37 centrale-maths2__pc 39 centrale-maths2__psi 49 x-ens-maths1__mp 24 x-ens-maths__pc 18 x-ens-maths__psi 26
2018
centrale-maths1__mp 47 centrale-maths1__official 47 centrale-maths1__pc 41 centrale-maths1__psi 44 centrale-maths2__mp 44 centrale-maths2__official 44 centrale-maths2__pc 35 centrale-maths2__psi 38 x-ens-maths1__mp 19 x-ens-maths2__mp 17 x-ens-maths__pc 22 x-ens-maths__psi 24
2017
centrale-maths1__mp 45 centrale-maths1__official 45 centrale-maths1__pc 22 centrale-maths1__psi 17 centrale-maths2__mp 30 centrale-maths2__official 30 centrale-maths2__pc 28 centrale-maths2__psi 44 x-ens-maths1__mp 26 x-ens-maths2__mp 16 x-ens-maths__pc 18 x-ens-maths__psi 26
2016
centrale-maths1__mp 42 centrale-maths1__pc 31 centrale-maths1__psi 33 centrale-maths2__mp 25 centrale-maths2__pc 47 centrale-maths2__psi 27 x-ens-maths1__mp 18 x-ens-maths2__mp 46 x-ens-maths__pc 15 x-ens-maths__psi 20
2015
centrale-maths1__mp 42 centrale-maths1__pc 18 centrale-maths1__psi 42 centrale-maths2__mp 44 centrale-maths2__pc 18 centrale-maths2__psi 33 x-ens-maths1__mp 16 x-ens-maths2__mp 31 x-ens-maths__pc 30 x-ens-maths__psi 22
2014
centrale-maths1__mp 28 centrale-maths1__pc 26 centrale-maths1__psi 27 centrale-maths2__mp 24 centrale-maths2__pc 26 centrale-maths2__psi 27 x-ens-maths1__mp 9 x-ens-maths2__mp 16 x-ens-maths__pc 4 x-ens-maths__psi 24
2013
centrale-maths1__mp 22 centrale-maths1__pc 45 centrale-maths1__psi 29 centrale-maths2__mp 31 centrale-maths2__pc 52 centrale-maths2__psi 32 x-ens-maths1__mp 24 x-ens-maths2__mp 35 x-ens-maths__pc 22 x-ens-maths__psi 9
2012
centrale-maths1__mp 36 centrale-maths1__pc 28 centrale-maths1__psi 33 centrale-maths2__mp 27 centrale-maths2__psi 18
2011
centrale-maths1__mp 27 centrale-maths1__pc 17 centrale-maths1__psi 24 centrale-maths2__mp 29 centrale-maths2__pc 17 centrale-maths2__psi 10
2010
centrale-maths1__mp 19 centrale-maths1__pc 30 centrale-maths1__psi 13 centrale-maths2__mp 32 centrale-maths2__pc 37 centrale-maths2__psi 27
2016 x-ens-maths1__mp

18 maths questions

Q1 Matrices Determinant and Rank Computation View
Let $M \in M_n(\mathbb{R})$ be an invertible matrix with integer coefficients.
1a. Show that $M^{-1}$ has rational coefficients.
1b. Show the equivalence of the following propositions:
i) $M^{-1}$ has integer coefficients.
ii) $\det M$ equals 1 or $-1$.
Q2 Matrices Linear System and Inverse Existence View
Let $M = (x_1 | \cdots | x_n) \in \mathrm{GL}_n(\mathbb{R})$.
2a. Show that $M \in \mathrm{GL}_n(\mathbb{Z})$ if and only if $M(\mathbb{Z}^n) = \mathbb{Z}^n$.
2b. Show the equivalence of the following propositions:
i) $M \in \mathrm{GL}_n(\mathbb{Z})$.
ii) The integer points of the parallelepiped $\mathcal{P} = \left\{\sum_{i=1}^n t_i x_i \mid \forall i \in \{1,\ldots,n\}, t_i \in [0,1]\right\}$ are exactly the $2^n$ points $\sum_{i=1}^n \varepsilon_i x_i$, where $\varepsilon_i \in \{0,1\}$ for all $i \in \{1,\ldots,n\}$.
Q3 Matrices Linear Transformation and Endomorphism Properties View
For all $\alpha$ in $\mathbb{R}$ and for all distinct integers $i$ and $j$ between 1 and $n$, describe the effect on a square matrix $M$ of size $n$ of left multiplication by $I_n + \alpha E_{ij}$. Same question for right multiplication.
Q4 Number Theory GCD, LCM, and Coprimality View
Let $n \geqslant 2$ and $a_1, \ldots, a_n$ be integers not all zero. The purpose of this question is to show that there exists a matrix in $M_n(\mathbb{Z})$ whose first column is $(a_1, \ldots, a_n)$ and whose determinant is $\gcd(a_1, \ldots, a_n)$. For this we proceed by induction on $n$.
Let $N \in M_{n-1}(\mathbb{Z})$ be a matrix whose first column is $(a_2, \ldots, a_n)$. Given $u, v \in \mathbb{Q}$, we consider the matrix $$M = \left(\begin{array}{cccc|c} a_1 & 0 & \cdots & 0 & u \\ \hline & & & & va_2 \\ & N & & & va_3 \\ & & & & \vdots \\ & & & & va_n \end{array}\right).$$
4a. Express $\det M$ as a function of $\det N$, $u$ and $v$.
4b. Suppose that $a_2, \ldots, a_n$ are not all zero and that $\det N = \gcd(a_2, \ldots, a_n)$. Show that we can choose $u, v$ so that $M$ answers the question.
4c. Conclude the induction.
Q5 Number Theory GCD, LCM, and Coprimality View
Let $M \in M_n(\mathbb{Z})$ with nonzero determinant. We wish to show that there exists a matrix $A$ in $\mathrm{GL}_n(\mathbb{Z})$ such that $MA$ is upper triangular and, denoting $MA = (c_{ij})$, we have the inequalities $0 < c_{11}$ and $0 \leqslant c_{ij} < c_{ii}$ for all $i, j \in \{1, \ldots, n\}$ such that $i < j$.
5a. We denote $M = (x_1 | \cdots | x_n)$. Let $x_1', \ldots, x_n'$ be the elements of $\mathbb{Z}^{n-1}$ obtained by taking the last $(n-1)$ coordinates of $x_1, \ldots, x_n$. Show that there exist $a_1, \ldots, a_n$ in $\mathbb{Q}$, not all zero, such that $\sum_{i=1}^n a_i x_i' = 0$. Show that we can choose the $a_i$ to be integers that are coprime as a set.
5b. Show that there exists a matrix $A_1$ in $\mathrm{GL}_n(\mathbb{Z})$ such that the first column of $\tilde{C} = MA_1$ has all its coefficients $\tilde{c}_{i1}$ zero except the first $\tilde{c}_{11}$ which we can take to be strictly positive.
5c. By considering for all $j = 2, \ldots, n$ the Euclidean division $\tilde{c}_{1j} = q_j \tilde{c}_{11} + r_j$, $0 \leqslant r_j < \tilde{c}_{11}$, show that we can assume $\tilde{c}_{11} > \tilde{c}_{1j}$, if necessary by changing $A_1$.
5d. Conclude by induction.
Q6 Number Theory GCD, LCM, and Coprimality View
Let $M \in M_n(\mathbb{Z})$ with nonzero determinant. Show that there exists a matrix $A$ in $\mathrm{GL}_n(\mathbb{Z})$ such that $AM$ is lower triangular and, denoting $AM = (c_{ij})$, we have the inequality $0 \leqslant c_{ij} < c_{jj}$ for all $i, j \in \{1, \ldots, n\}$ such that $j < i$.
Q8 Proof Existence Proof View
Let $V \geqslant 0$ be a real number.
8a. Give an example of an integer simplex in $\mathbb{R}^2$ with volume greater than or equal to $V$ and having no interior integer points.
8b. Give an example of an integer simplex in $\mathbb{R}^3$ with volume greater than or equal to $V$ whose only integer points are the vertices.
Q9 Proof Proof of Set Membership, Containment, or Structural Property View
Let $\mathcal{K}$ be a compact convex set in $\mathbb{R}^n$ such that $0 \in \mathring{\mathcal{K}}$.
9a. Show that the set of $\lambda \geqslant 0$ such that $-\lambda \mathcal{K} \subset \mathcal{K}$ is an interval.
We denote $$a(\mathcal{K}) = \sup\{\lambda \geqslant 0 \mid -\lambda \mathcal{K} \subset \mathcal{K}\}$$
9b. Show that $a(\mathcal{K}) < \infty$ and that $a(\mathcal{K}) = \max\{\lambda \geqslant 0 \mid -\lambda \mathcal{K} \subset \mathcal{K}\}$.
9c. Show that $0 < a(\mathcal{K}) \leqslant 1$. Deduce that $a(\mathcal{K}) = 1$ if and only if $\mathcal{K}$ is symmetric with respect to 0.
Q10 Proof Computation of a Limit, Value, or Explicit Formula View
Throughout this question, $\mathcal{S}$ is a simplex in $\mathbb{R}^n$ such that $0 \in \mathring{\mathcal{S}}$. We want to show that $$\operatorname{Card}\left(\mathring{\mathcal{S}} \cap \mathbb{Z}^n\right) \geqslant 2\left\lfloor \operatorname{Vol}(\mathcal{S})\left(\frac{a(\mathcal{S})}{a(\mathcal{S})+1}\right)^n \right\rfloor + 1$$ We then set $a = a(\mathcal{S})$, and $k = \rfloor \operatorname{Vol}(\mathcal{S})\left(\frac{a}{a+1}\right)^n \lfloor$.
10a. Express, for $\beta \in \mathbb{R}^*$ and $x \in \mathbb{R}^n$, $\operatorname{Vol}(\beta \mathcal{S})$ and $\operatorname{Vol}(\mathcal{S} - x)$. Show that for $\lambda \in [0,1[$ sufficiently close to $1$, $\operatorname{Vol}\left(\frac{\lambda a}{a+1}\mathcal{S}\right) > k$.
10b. For $\lambda$ as in the previous question, let $v_0, \ldots, v_k$ be the $k+1$ distinct points in $\frac{\lambda a}{a+1}\mathcal{S}$ satisfying $v_i - v_j \in \mathbb{Z}^n$ for all $i, j$, whose existence is guaranteed by Theorem 1. Show that the points $v_i - v_j$ are in $\lambda \mathcal{S}$. Deduce that the $v_i - v_j$ are in $\mathring{\mathcal{S}}$.
10c. Show that there exists an index $j \in \{0, \ldots, k\}$ such that the $(2k+1)$ points $0, \pm(v_i - v_j)$, for $i \in \{0, \ldots, k\} \setminus \{j\}$ are distinct. Deduce the statement of question 10, then that $$\operatorname{Card}\left(\mathring{\mathcal{S}} \cap \mathbb{Z}^n\right) \geqslant \operatorname{Vol}(\mathcal{S})\left(\frac{a(\mathcal{S})}{2}\right)^n$$
Q11 Proof Proof of Equivalence or Logical Relationship Between Conditions View
Two simplexes $\mathcal{S}$ and $\mathcal{S}'$ in $\mathbb{R}^n$ are called equivalent if there exist an enumeration of the vertices $s_0, s_1, \ldots, s_n$ of $\mathcal{S}$, and $s_0', s_1', \ldots, s_n'$ of $\mathcal{S}'$, and a matrix $A$ in $\mathrm{GL}_n(\mathbb{Z})$ such that $A(s_i - s_0) = s_i' - s_0'$ for all $i = 1, \ldots, n$.
Show that two integer simplexes $\mathcal{S}$ and $\mathcal{S}'$ are equivalent if and only if there exist a matrix $A \in \mathrm{GL}_n(\mathbb{Z})$ and a vector $b \in \mathbb{Z}^n$ such that $\mathcal{S}' = A(\mathcal{S}) - b$.
Q12 Proof Proof That a Map Has a Specific Property View
Two simplexes $\mathcal{S}$ and $\mathcal{S}'$ in $\mathbb{R}^n$ are called equivalent if there exist an enumeration of the vertices $s_0, s_1, \ldots, s_n$ of $\mathcal{S}$, and $s_0', s_1', \ldots, s_n'$ of $\mathcal{S}'$, and a matrix $A$ in $\mathrm{GL}_n(\mathbb{Z})$ such that $A(s_i - s_0) = s_i' - s_0'$ for all $i = 1, \ldots, n$.
Show that the volume, the number of integer points and the number of interior integer points are the same for two equivalent integer simplexes.
Q13 Matrices Matrix Group and Subgroup Structure View
Two simplexes $\mathcal{S}$ and $\mathcal{S}'$ in $\mathbb{R}^n$ are called equivalent if there exist an enumeration of the vertices $s_0, s_1, \ldots, s_n$ of $\mathcal{S}$, and $s_0', s_1', \ldots, s_n'$ of $\mathcal{S}'$, and a matrix $A$ in $\mathrm{GL}_n(\mathbb{Z})$ such that $A(s_i - s_0) = s_i' - s_0'$ for all $i = 1, \ldots, n$.
Show that an integer simplex $\mathcal{S}$ is equivalent to an integer simplex contained in the cube $[0, n!\operatorname{Vol}(\mathcal{S})]^n$.
One may use question 6 for a suitably chosen matrix $M$.
Q14 Proof Deduction or Consequence from Prior Results View
Two simplexes $\mathcal{S}$ and $\mathcal{S}'$ in $\mathbb{R}^n$ are called equivalent if there exist an enumeration of the vertices $s_0, s_1, \ldots, s_n$ of $\mathcal{S}$, and $s_0', s_1', \ldots, s_n'$ of $\mathcal{S}'$, and a matrix $A$ in $\mathrm{GL}_n(\mathbb{Z})$ such that $A(s_i - s_0) = s_i' - s_0'$ for all $i = 1, \ldots, n$.
Theorem 2 states: For every strictly positive integer $k$, there exists a strictly positive constant $C(n,k)$ such that for every integer simplex $\mathcal{S}$ in $\mathbb{R}^n$ having exactly $k$ interior integer points, $\operatorname{Vol}(\mathcal{S}) \leqslant C(n,k)$.
Deduce from Theorem 2 that for every strictly positive integer $k$, there exist up to equivalence only finitely many integer simplexes in $\mathbb{R}^n$ having exactly $k$ interior points.
Q15 Proof Existence Proof View
Let $\mathcal{S}$ be a simplex of $\mathbb{R}^n$ and $k$ an integer such that $\operatorname{Vol}(\mathcal{S}) > k$.
15a. Show that there exist $x \in [0,1[^n$ and $(k+1)$ elements of $\mathbb{Z}^n$ $u_0, \ldots, u_k$ such that $x \in \mathcal{S} - u_i$ for $i = 0, \ldots, k$. One may study the sets $(u + [0,1[^n) \cap \mathcal{S}$ when $u$ ranges over $\mathbb{Z}^n$; and admit — outside the CPGE curriculum — that the volume of a simplex is its Lebesgue measure, which is sub-additive.
15b. Deduce from this the existence of the $(k+1)$ points $v_0, \ldots, v_k$ that satisfy the conditions of Theorem 1.
15c. Prove Theorem 1, that is, here we assume only that $\operatorname{Vol}(\mathcal{S}) \geqslant k$.
Q16 Proof Existence Proof View
Let $t_1, \ldots, t_n$ be strictly positive real numbers such that $\sum_{i=1}^n t_i = 1$ and let $N \geqslant n$ be an integer. We wish to show that there exist non-negative integers $p_1, \ldots, p_n$ and $q$ such that
i) $1 \leqslant q \leqslant N^{n-1}$,
ii) $\sum_{i=1}^n p_i = q$,
iii) $\left|qt_1 - p_1\right| \leqslant \frac{n}{N}$,
iv) for all $i = 2, \ldots, n$, $\left|qt_i - p_i\right| \leqslant \frac{1}{N}$.
16a. By considering the vectors with coordinates $\left(\{kt_2\}, \ldots, \{kt_n\}\right) \in [0,1[^{n-1}$ when $k$ ranges over $\{0, \ldots, N^{n-1}\}$, show that there exist integers $p_2, \ldots, p_n, q \geqslant 0$ satisfying conditions i) and iv).
16b. Conclude.
Q17 Proof Existence Proof View
The purpose of this question is to show that for any strictly positive integers $n$ and $k$, there exists a constant $\alpha(k,n) \in ]0,1[$ such that, if $t_1, \ldots, t_n$ are strictly positive real numbers satisfying $1 > \sum_{i=1}^n t_i > 1 - \alpha(k,n)$, then there exist non-negative integers $p_1, \ldots, p_n \geqslant 0$ and $q$ such that $$\sum_{i=1}^n p_i = q > 0, \quad \text{and for all } i = 1, \ldots, n, \quad (kq+1)t_i > kp_i.$$ We proceed by induction on $n$.
17a. Handle the case $n = 1$ by showing that the constant $\alpha(k,1) = \frac{1}{k+1}$ works.
We assume the statement is true up to rank $n-1 \geqslant 1$. In particular, $\alpha(k,n-1) > 0$ is defined for all $k \geqslant 1$. We set for $k \geqslant 1$ $$\alpha(k,n) = \frac{1}{4kN^{n-1}} \quad \text{where} \quad N = 1 + \max\left(\frac{4k}{\alpha(k,n-1)}, 2kn(n+1)\right).$$ We are given $t_1 \geqslant t_2 \geqslant \cdots \geqslant t_n > 0$, and we assume that $\sum_{i=1}^n t_i = 1 - \alpha$ with $0 < \alpha < \alpha(k,n)$.
17b. If $t_n < \alpha(k,n-1) - \alpha$, establish the statement at rank $n$.
17c. If $t_n \geqslant \alpha(k,n-1) - \alpha$, apply the result of question 16 to the $\frac{t_i}{1-\alpha}$, $i = 1, \ldots, n$. With its notation, show that $$\alpha(k,n) < \min\left(\frac{1}{n+1}, \frac{1}{2}\alpha(k,n-1)\right) \quad \text{and} \quad 1 - qk\frac{\alpha}{1-\alpha} \geqslant \frac{1}{2}.$$ Conclude by distinguishing the cases $i \geqslant 2$ and $i = 1$.
Q18 Proof Deduction or Consequence from Prior Results View
Let $\mathcal{S}$ be an integer simplex of $\mathbb{R}^n$ with vertices $0, s_1, \ldots, s_n$ having exactly $k$ interior integer points and let $x = \sum_{i=1}^n t_i s_i$ be an interior integer point of $\mathcal{S}$.
18a. Show that $\sum_{i=1}^n t_i \leqslant 1 - \alpha(k,n)$. (One may reason by contradiction and construct then $k+1$ distinct integer points interior to $\mathcal{S}$.)
18b. Show that $\frac{\alpha(k,n)}{1-\alpha(k,n)} x \in (\mathcal{S} - x)$.
18c. Deduce that $a(\mathcal{S} - x) \geqslant \frac{\alpha(k,n)}{1-\alpha(k,n)}$.
Q19 Proof Deduction or Consequence from Prior Results View
Conclude the proof of Theorem 2, which states: For every strictly positive integer $k$, there exists a strictly positive constant $C(n,k)$ such that for every integer simplex $\mathcal{S}$ in $\mathbb{R}^n$ having exactly $k$ interior integer points, $\operatorname{Vol}(\mathcal{S}) \leqslant C(n,k)$.