Details, Explanation and Meaning About Elementary matrix transformations

Elementary matrix transformations Guide, Meaning , Facts, Information and Description

Elementary matrix transformations or Elementary row and column transformations are linear transformations which are normally used in gauss elimination to solve a set of linear equations.

We distinguish three types of elementary transformations and their corresponding matrices:

  1. Row switching transformations,
  2. Row multiplying transformations,
  3. Linear combinator transformations.

Table of contents
1 1. Row switching transformations
2 2. Row multiplying transformations
3 3. Linear combinator transformations

1. Row switching transformations

This transformation, Tij, switches all matrix elements on row i with their counterparts on row j. The matrix resulting in this transformation is:
That is, Tij is the matrix produced by exchanging row i and row j of the identity matrix.

Properties

  • The matrix Tij is square.
The inverse of this matrix is itself: Tij-1=Tij.
Since the determinant of the identity matrix is unity, det[Tij]=-1. It follows that for any conformable square matrix A: det[TijA]=-det[A].

2. Row multiplying transformations

This transformation, Ti(m), multiplies all elements on row i with m. The matrix resulting in this transformation is:

Properties

  • The inverse of this matrix is: Ti(m)-1=Ti(1/m).
The matrix and its inverse are diagonal matrices.
det[Ti(m)]=m. Therefore for a conformable square matrix A: det[Ti(m)A]=m det[A].

3. Linear combinator transformations

This transformation, Tij(m), subtracts row i multiplied by m from row j. The matrix resulting in this transformation is:

Properties

  • Tij(m)-1=Tij(-m) (inverse matrix).
The matrix and its inverse are triangular matrices.
det[Tij(m)]=1. Therefore, for a conformable square matrix A: det[Tij(m)A]=det[A].

See also

This is an Article on Elementary matrix transformations. Page Contains Information, Facts Details or Explanation Guide About Elementary matrix transformations


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