Math Problem Statement

Test de recrutement - 2024 - Épreuve de Mathématiques, including exercises on Riemann sums, linear algebra, and integration using substitution techniques.

Solution

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Exercice 1: Calculating Limits using Riemann Sums

We are tasked to calculate three limits by interpreting them as Riemann sums:

  1. limn(k=1n1n2+k2)\lim_{n \to \infty} \left( \sum_{k=1}^n \frac{1}{n^2 + k^2} \right)

  2. limnk=1nkn2+k2\lim_{n \to \infty} \sum_{k=1}^n \frac{k}{n^2 + k^2}

  3. limnk=1n1kn2+k2\lim_{n \to \infty} \sum_{k=1}^{n-1} \frac{k}{\sqrt{n^2 + k^2}}

For each, we will:

  • Convert the summation into a Riemann sum.
  • Identify the corresponding integral.
  • Solve the integral.

Exercice 2: Linear Algebra

  1. Show that E1={(x,y,z)R3:f(x,y,z)=(x,y,z)}E_1 = \{ (x, y, z) \in \mathbb{R}^3 : f(x, y, z) = (x, y, z) \} is a subspace of R3\mathbb{R}^3:

    • Prove E1E_1 is closed under addition and scalar multiplication.
    • Demonstrate it forms a subspace.
  2. Given b=(0,1,1)b = (0, 1, 1) and c=(1,4,1)c = (1, 4, -1):

    • Compute their image under the transformation ff.
    • Show their independence using the determinant or by checking the rank of their matrix.
  3. Demonstrate that B=(a,b,c)B' = (a, b, c) forms a basis of R3\mathbb{R}^3:

    • Use independence or determinant calculations to verify.
  4. Find the change of basis matrix PP from BB to BB':

    • Express e1,e2,e3e_1, e_2, e_3 (canonical basis) in terms of BB'.
  5. Compute the inverse of PP:

    • Use the standard formula for matrix inversion.

Exercice 3: Variable Substitution in Integrals

  1. I=0ln21+exdx,with t=1+exI = \int_0^{\ln 2} \sqrt{1 + e^x} dx, \quad \text{with } t = \sqrt{1 + e^x}

    • Perform substitution to rewrite the integral in terms of tt.
  2. J=011x21+x2dx,with t=cosxJ = \int_0^1 \frac{\sqrt{1 - x^2}}{1 + x^2} dx, \quad \text{with } t = \cos x

    • Apply the substitution t=cosxt = \cos x.
  3. K=0111+1+xdx,with t=1+1+xK = \int_0^1 \frac{1}{1 + \sqrt{1+x}} dx, \quad \text{with } t = 1 + \sqrt{1+x}

    • Simplify the integral with the given substitution.

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Math Problem Analysis

Mathematical Concepts

Riemann sums
Limits
Linear Algebra
Subspaces and Basis
Change of Basis
Integration using substitution

Formulas

Riemann sum: lim(n → ∞) Σ f(x_i)Δx
Basis verification using independence: det ≠ 0
Matrix of change of basis
Integration substitution: t = f(x)

Theorems

Properties of subspaces in linear algebra
Fundamental theorem of calculus for definite integrals
Invertibility of matrices and determinants

Suitable Grade Level

Undergraduate (First-Year University Math)