Matrix Rank and Nullity Concepts
9 Questions
3 Views

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to lesson

Podcast

Play an AI-generated podcast conversation about this lesson

Questions and Answers

What does the rank of a matrix represent?

  • Dimension of the image of the matrix (correct)
  • Trace of the matrix
  • Dimension of the kernel of the matrix
  • Determinant of the matrix
  • Which property does the nullity of a matrix refer to?

  • Determinant of the matrix
  • Trace of the matrix
  • Dimension of the kernel of the matrix (correct)
  • Dimension of the image of the matrix
  • In the context of matrices, what does 'dim(im A)' stand for?

  • Dimension of the kernel of the matrix
  • Determinant of the matrix
  • Dimension of the image of the matrix (correct)
  • Trace of the matrix
  • How do you determine the nullity of an n × m matrix A?

    <p>By counting the number of free variables</p> Signup and view all the answers

    What does the rank of an n × m matrix A represent?

    <p>The dimension of the image of A</p> Signup and view all the answers

    In the context of matrices, what is the relationship between the nullity and the rank?

    <p>The rank minus the nullity is equal to n</p> Signup and view all the answers

    If A and B are square matrices of size 3×3 and AB has a kernel of dimension 2, what can be said about the kernel of A?

    <p>The kernel of A must be of dimension 1.</p> Signup and view all the answers

    What is a possible matrix B that, when multiplied by I (the identity matrix), would result in a product with a kernel of dimension 2?

    <p>[0 1 0]</p> Signup and view all the answers

    If matrix B is square and contains non-zero elements, what property must matrix A have to ensure that the product AB has a kernel of dimension greater than 0?

    <p>Matrix A must have linearly dependent rows/columns.</p> Signup and view all the answers

    More Like This

    Matrix Rank Quiz
    10 questions

    Matrix Rank Quiz

    PrizeNobility avatar
    PrizeNobility
    Matrix Concepts Quiz
    15 questions

    Matrix Concepts Quiz

    StellarEmpowerment avatar
    StellarEmpowerment
    JSON Basics Quiz
    6 questions

    JSON Basics Quiz

    MarvelousPenguin avatar
    MarvelousPenguin
    Linear Algebra Concepts Quiz
    25 questions
    Use Quizgecko on...
    Browser
    Browser