method

determinant

Ruby latest stable (v2_5_5) - 0 notes - Class: Matrix

determinant() public

Returns the determinant of the matrix.

Beware that using Float values can yield erroneous results because of their lack of precision. Consider using exact types like Rational or BigDecimal instead.

Matrix[[7,6], [3,9]].determinant
  => 45

Show source

# File lib/matrix.rb, line 1103
  def determinant
    Matrix.Raise ErrDimensionMismatch unless square?
    m = @rows
    case row_count
      # Up to 4x4, give result using Laplacian expansion by minors.
      # This will typically be faster, as well as giving good results
      # in case of Floats
    when 0
      +1
    when 1
      + m[0][0]
    when 2
      + m[0][0] * m[1][1] - m[0][1] * m[1][0]
    when 3
      m0, m1, m2 = m
      + m0[0] * m1[1] * m2[2] - m0[0] * m1[2] * m2[1]        - m0[1] * m1[0] * m2[2] + m0[1] * m1[2] * m2[0]        + m0[2] * m1[0] * m2[1] - m0[2] * m1[1] * m2[0]
    when 4
      m0, m1, m2, m3 = m
      + m0[0] * m1[1] * m2[2] * m3[3] - m0[0] * m1[1] * m2[3] * m3[2]        - m0[0] * m1[2] * m2[1] * m3[3] + m0[0] * m1[2] * m2[3] * m3[1]        + m0[0] * m1[3] * m2[1] * m3[2] - m0[0] * m1[3] * m2[2] * m3[1]        - m0[1] * m1[0] * m2[2] * m3[3] + m0[1] * m1[0] * m2[3] * m3[2]        + m0[1] * m1[2] * m2[0] * m3[3] - m0[1] * m1[2] * m2[3] * m3[0]        - m0[1] * m1[3] * m2[0] * m3[2] + m0[1] * m1[3] * m2[2] * m3[0]        + m0[2] * m1[0] * m2[1] * m3[3] - m0[2] * m1[0] * m2[3] * m3[1]        - m0[2] * m1[1] * m2[0] * m3[3] + m0[2] * m1[1] * m2[3] * m3[0]        + m0[2] * m1[3] * m2[0] * m3[1] - m0[2] * m1[3] * m2[1] * m3[0]        - m0[3] * m1[0] * m2[1] * m3[2] + m0[3] * m1[0] * m2[2] * m3[1]        + m0[3] * m1[1] * m2[0] * m3[2] - m0[3] * m1[1] * m2[2] * m3[0]        - m0[3] * m1[2] * m2[0] * m3[1] + m0[3] * m1[2] * m2[1] * m3[0]
    else
      # For bigger matrices, use an efficient and general algorithm.
      # Currently, we use the Gauss-Bareiss algorithm
      determinant_bareiss
    end
  end

determinant

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