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permutation matrix

created by mattbw

(thing) by mattbw (2 wk) (print)   ?   (I like it!) Sun Dec 10 2000 at 15:12:06

Mathematics

A matrix P with the multiplicative property of altering the row or column ordering of a matrix. For example, the LU Decomposition of a matrix, essential to numerical analysis, works best with an LU decomposition of a specially permuted matrix A, i.e.

PA = LU

Permutation matrices can be formed by adjustment of the identity matrix. Left multiplication (e.g. P*A) permutes rows, whereas right multiplication (A*P) permutes columns. For example, the following exercise exchanges rows 2 and 3 of matrix A:
   P        *       A      =      PA

{ 1 0 0        { a b c       { a b c
  0 0 1     *    d e f    =    g h i
  0 1 0 }        g h i }       d e f }
Aside from pedagogical uses, permutation matrices are typically not stored in a dense 2d matrix form, as they can be compactly specified in a 1d vector.

printable version
chaos

LU Decomposition doubly stochastic matrix Probability matrix orthogonal matrix
numerical analysis Estate tax square matrix Markov chain
Jacobian Matrix covariance matrix identity matrix diagonal matrix
symmetric matrix Authentic
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