Matrices (FAQ)

  1. What is a zero matrix?
    It is a matrix with all its elements equal to zero.
    An example of a zero matrix.
  2. What is a square matrix?
    It is a matrix with the same number of rows and columns (m=n).
    An example of a square matrix.
  3. What is a transpose matrix?
    A transpose matrix AT is a matrix obtained by transforming each row into a column.
    transpose of a matrix
  4. What is an opposite matrix?
    It is a matrix -A with all its elements having the same absolute value but opposite algebraic sign compared to a reference matrix A.
    Example of an opposite matrix.
  5. What is an equivalent matrix?
    Two matrices are equivalent if they are associated with linear systems with the same set of solutions.
    Notation between two equivalent matrices.
  6. What is a symmetric matrix?
    A symmetric matrix is a square matrix with corresponding elements equal (aij=aji).
    Example of a symmetric matrix.
  7. What is an antisymmetric matrix?
    An antisymmetric matrix is a square matrix whose corresponding elements are opposite in sign ( aij=-aji ).
    The antisymmetric matrix.
  8. What is a diagonal matrix?
    It is a square matrix with zeros in all elements except those on the main diagonal, which runs from the top-left to the bottom-right corner. This means that the matrix has no entries above or below the diagonal
    an example of diagonal matrix
  9. What is the identity matrix?
    The identity matrix (or unit matrix) is a diagonal matrix with all elements on the main diagonal equal to one. It is a subset of scalar matrices.
    an example of identity matrix
  10. What is a scalar matrix?
    A scalar matrix is a square matrix with all elements on the main diagonal equal to each other and greater than zero. For example, here's a scalar matrix:
    scalar matrix
  11. What is an invertible matrix?
    An n × n square matrix A is said to be invertible if there exists an n × n square matrix A-1 of the same order, called the inverse matrix, such that the product A·A-1 and A-1·A are equal to the identity matrix I(n).
    Invertible and inverse matrix
  12. What is the orthogonal matrix?
    An invertible matrix A is said to be orthogonal if its transpose AT is equal to its inverse matrix A-1.
    Example of an orthogonal matrix
  13. What is the determinant?
    The determinant is a number that summarizes the characteristics of a square matrix. It is indicated as det(A) or |A|.
    An example of calculating the determinant in a 2nd-order matrix.
  14. What is a submatrix?
    A submatrix is a matrix obtained by eliminating some rows or columns of the original matrix.
    submatrix example
  15. What is a complementary submatrix?
    A complementary submatrix is a lower-order matrix obtained by removing only one row and one column.
    An example of a complementary submatrix
  16. What is the minor of a matrix?
    The minor is the determinant of a square submatrix obtained by removing i rows and j columns.
    An example of a complementary submatrix
  17. What is the complementary minor?
    In a square matrix A of order n, the complementary minor is the determinant of a complementary submatrix A(ij) that is achieved by removing the i-th row and the j-th column from the matrix A. An example of a complementary minor of the element aij.
    complementary minor
  18. What is the cofactor?
    The cofactor (algebraic complement) is the corresponding minor of the submatrix A(ij), multiplied by a scalar (-1)i+j. It's the corresponding minor calculated with a sign that changes depending on the position of the elements in the submatrix.
    cofactorcofactor
  19. What is the adjugate matrix?
    The adjugate matrix is the transpose of the matrix of cofactors.
    the adjugate matrix cof(A)^T
  20. What is the trace of a matrix?
    The trace of a matrix is the algebraic sum of the elements on its main diagonal.
    The Formula for the Trace of a Matrix
  21. What is the rank of a matrix?
    The rank of a matrix is the highest order of any non-zero minor.
  22. What is a singularity matrix?
    A square matrix is referred to as singular if its determinant equals zero.
  23. What are two similar matrices?
    Two matrices A and B are said to be similar if there exists an invertible matrix such that M-1AM = B
    Similar Matrices

 
 

Please feel free to point out any errors or typos, or share suggestions to improve these notes. English isn't my first language, so if you notice any mistakes, let me know, and I'll be sure to fix them.

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Matrices (linear algebra)