Eigen Vectors Quiz
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Questions and Answers

What is the definition of an eigen vector?

  • A vector that changes direction when a linear transformation is applied
  • A vector that has the same magnitude as the original vector
  • A vector that remains unchanged when a linear transformation is applied (correct)
  • A vector that is perpendicular to all other vectors
  • What is the significance of eigen vectors in linear algebra?

  • They provide a basis for understanding the behavior of a linear transformation (correct)
  • They are used to solve systems of linear equations
  • They are used to find the determinant of a matrix
  • They are used to calculate the rank of a matrix
  • What is the relationship between eigen vectors and eigenvalues?

  • Eigen vectors and eigenvalues are related through the characteristic equation of a matrix (correct)
  • Eigen vectors are always the reciprocals of the corresponding eigenvalues
  • Eigen vectors and eigenvalues are always orthogonal to each other
  • Eigen vectors and eigenvalues are independent of each other
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