Linear Algebra Questions
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Questions and Answers

What value of $ heta$ will lead to a unique solution for the system of equations: $ heta x + 2y - 2z = 1$, $4x + heta y - z = 2$, $6x + 6y + z = 3$?

  • $ heta = 4$ (correct)
  • $ heta = 2$
  • $ heta = 6$
  • $ heta = 0$

Which of the following represents the necessary condition for $ rac{ rac{ ext{partial}^{2}f}{ ext{partial }x^{2}} + rac{ ext{partial}^{2}f}{ ext{partial }y^{2}} = 0$ for $f(x, y) = ext{log} ext{sqrt}(x^{2} + y^{2})$ to hold?

  • The partial derivatives must be constant.
  • The function must be linear.
  • The function is not defined at the origin.
  • The partial derivatives must be continuous. (correct)

For the function $f(x,y) = rac{xy(x^{2} - y^{2})}{x^{2} + y^{2}}$ when checking the limit as $(x,y) o (0,0)$, which limit approach is crucial?

  • Approaching along any linear path. (correct)
  • Approaching along the x-axis only.
  • Approaching along the y-axis only.
  • Approaching at equal rates in x and y.

What is the geometric multiplicity of an eigenvalue if the associated modal matrix does not have enough linearly independent eigenvectors?

<p>It is less than the algebraic multiplicity. (A)</p> Signup and view all the answers

Which of the following indicates that the system of equations is consistent: $x_1 + 2x_2 + x_3 = 2$, $2x_1 + 4x_2 + 2x_3 = 4$, $3x_1 + x_2 - 2x_3 = 1$, $4x_1 - 3x_2 - x_3 = 3$?

<p>The rank of the coefficient matrix equals the rank of the augmented matrix. (B)</p> Signup and view all the answers

Flashcards

Eigenvalues and Eigenvectors

Eigenvalues are the scalars that, when multiplied by a vector, result in a vector that points in the same direction.

Unique solution for equations

A system of linear equations has a unique solution when the determinant of the matrix formed by the coefficients is not zero.

Partial Derivatives of f(x,y)

The rate of change of a function f with respect to one variable at a time, while holding others constant.

Continuity

A function is continuous if the limit of the function at a point equals the function's value at that point.

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Gauss elimination method

A method for solving systems of linear equations that involves performing a series of row operations on an augmented matrix to achieve an upper triangular form.

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Study Notes

Q3 - Attempt Any Two Questions

  • Question 1: Find the value of λ such that the system of equations Ax + 2y - 2z = 1, 4x + λy - z = 2, 6x + 6y + λz = 3 has a unique solution.

  • Question 2: Prove that the function f(x, y) = log√(x² + y²) satisfies the given equation.

  • Question 3: Examine if the limit lim (x,y)→(0,0) (x³y-y⁴)/(x⁴+y⁴) exists for x ≠ 0, y ≠ 0.

Q4 - Compulsory

  • Part A:

    • A square matrix A is defined by A = [4 1] [2 3]
    • Find the modal matrix P and the resulting diagonal matrix D of A.
    • Determine the algebraic and geometric multiplicities of the eigenvalues.
  • Part B:

    • OR: Check if the following system of equations is consistent using Gaussian elimination:
      • x₁ + 2x₂ + x₃ = 2
      • 2x₁ + 4x₂ + 2x₃ = 4
      • 3x₁ + x₂ - 2x₃ = 1
      • 4x₁ - 3x₂ - x₃ = 3
    • OR: Test the continuity of f(x, y) = {(xy(x²-y²))/(x²+y²), when x ≠ 0, y ≠ 0} {0, when x = 0, y = 0}

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Description

This quiz consists of questions focused on linear algebra concepts, including finding values for unique solutions, proving functions, and investigating limits. It also covers matrix operations, eigenvalues, and Gaussian elimination techniques.

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