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NAME

MatrixReduce.pl - reduced row echelon form, row operations, and elementary matrices.

SYNOPSIS

Provides subroutines for elementary matrix computations using MathObjects matrices.

Get the reduced row echelon form: $Areduced = rref($A); Should be used in the fraction context with all entries of $A made into fractions.
Make matrix entries do fraction arithmetic (rather than decimal arithmetic): After selecting the Fraction context using Context('Fraction')->parens->set("[" => {formMatrix => 1}), $A = apply_fraction_to_matrix_entries($A); applies Fraction() to all of the entries of $A, which makes subsequent matrix algebra computations with $A use fraction arithmetic.
Get the reduced column echelon form: $Areduced = rcef($A);
Change the value of a matrix entry: change_matrix_entry($A,[2,3],50); changes the [2,3] entry to the value 50.
Construct an n x n identity matrix: $E = identity_matrix(5);
Construct an n x n elementary matrix that will permute rows i and j: $E = elem_matrix_row_switch(5,2,4); creates a 5 x 5 identity matrix and swaps rows 2 and 4.
Construct an n x n elementary matrix that will multiply row i by s: $E = elem_matrix_row_mult(5,2,4); creates a 5 x 5 identity matrix and swaps puts 4 in the second spot on the diagonal.
Construct an n x n elementary matrix that will multiply row i by s: $E3 = elem_matrix_row_add(5,3,1,35); creates a 5 x 5 identity matrix and swaps puts 35 in the (3,1) position.
Perform the row switch transform that swaps (row i) with (row j): $Areduced = row_switch($A,2,4); swaps rows 2 and 4 in matrix $A.
Perform the row multiplication transform s * (row i) placed into (row i): $Areduced = row_mult(A,2,10); multiplies every entry in row 2 of $A by 10.
Perform the row addition transform (row i) + s * (row j) placed into (row i): $Areduced = row_add($A,2,1,10); adds 10 times row 1 to row 2 and places the result in row 2. (Same as constructing $E to be the identity with 10 placed in entry (2,1), then multiplying $E * $A.)

DESCRIPTION

Usage:

DOCUMENT(); loadMacros( "PGstandard.pl", "MathObjects.pl", "MatrixReduce.pl", # automatically loads contextFraction.pl and MathObjects.pl "PGcourse.pl", ); $showPartialCorrectAnswers = 0; TEXT(beginproblem());

# Context('Matrix'); # for decimal arithmetic Context('Fraction'); # for fraction arithmetic

$A = Matrix([ [random(-5,5,1),random(-5,5,1),random(-5,5,1),3], [random(-5,5,1),random(-5,5,1),random(-5,5,1),0.75], [random(-5,5,1),random(-5,5,1),random(-5,5,1),9/4], ]);

$A = apply_fraction_to_matrix_entries($A); # try commenting this line out for different results

$Arref = rref($A);

$Aswitch = row_switch($A, 2, 3);

$Amult = row_mult($A, 2, 4);

$Aadd = row_add($A, 2, 1, 10);

$E = elem_matrix_row_add(3,2,1,10); $EA = $E * $A;

$E1 = elem_matrix_row_switch(5,2,4); $E2 = elem_matrix_row_mult(5,4,Fraction(1/10)); $E3 = elem_matrix_row_add(5,3,1,35); $E4 = identity_matrix(4); change_matrix_entry($E4,[3,2],10);

Context()->texStrings; BEGIN_TEXT The original matrix and its row reduced echelon form: \[ $A \sim $Arref. \] $BR The original matrix with rows switched, multiplied, or added together: \[ $Aswitch, $Amult, $Aadd. \] $BR Some elementary matrices. \[$E1, $E2, $E3, $E4\] END_TEXT Context()->normalStrings;

COMMENT('MathObject version.'); ENDDOCUMENT();

AUTHORS

Paul Pearson, Hope College, Department of Mathematics

with help from

Davide Cervone, Union College, Department of Mathematics

Michael Doob, University of Manitoba, Department of Mathematics