/usr/share/octave/packages/interval-3.1.0/@infsupdec/mtimes.m is in octave-interval 3.1.0-5.
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 | ## Copyright 2015-2016 Oliver Heimlich
##
## This program is free software; you can redistribute it and/or modify
## it under the terms of the GNU General Public License as published by
## the Free Software Foundation; either version 3 of the License, or
## (at your option) any later version.
##
## This program is distributed in the hope that it will be useful,
## but WITHOUT ANY WARRANTY; without even the implied warranty of
## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
## GNU General Public License for more details.
##
## You should have received a copy of the GNU General Public License
## along with this program; if not, see <http://www.gnu.org/licenses/>.
## -*- texinfo -*-
## @documentencoding UTF-8
## @defop Method {@@infsupdec} mtimes (@var{X}, @var{Y})
## @defopx Method {@@infsupdec} mtimes (@var{X}, @var{Y}, @var{ACCURACY})
## @defopx Operator {@@infsupdec} {@var{X} * @var{Y}}
##
## Compute the interval matrix multiplication.
##
## The @var{ACCURACY} can be set to @code{tight} (default) or @code{valid}.
## With @code{valid} accuracy an algorithm for fast matrix multiplication based
## on BLAS routines is used. The latter is published by
## Siegried M. Rump (2012), “Fast interval matrix multiplication,”
## Numerical Algorithms 61(1), 1-34.
##
## Accuracy: The result is a tight enclosure.
##
## @example
## @group
## x = infsupdec ([1, 2; 7, 15], [2, 2; 7.5, 15]);
## y = infsupdec ([3, 3; 0, 1], [3, 3.25; 0, 2]);
## x * y
## @result{} ans = 2×2 interval matrix
## [3, 6]_com [5, 10.5]_com
## [21, 22.5]_com [36, 54.375]_com
## @end group
## @end example
## @seealso{@@infsupdec/mrdivide}
## @end defop
## Author: Oliver Heimlich
## Keywords: interval
## Created: 2015-02-21
function result = mtimes (x, y, accuracy)
if (nargin < 2 || nargin > 3 || (nargin == 3 && not (ischar (accuracy))))
print_usage ();
return
endif
if (not (isa (x, "infsupdec")))
x = infsupdec (x);
endif
if (not (isa (y, "infsupdec")))
y = infsupdec (y);
endif
## null matrix input -> null matrix output
if (isempty (x.dec) || isempty (y.dec))
if (size (x.dec, 2) ~= size (y.dec, 1))
error ("interval:InvalidOperand", ...
"operator *: nonconformant arguments");
endif
result = infsupdec (zeros (rows (x.dec), columns (y.dec)));
return
endif
if (isscalar (x) || isscalar (y))
result = times (x, y);
return
endif
if (nargin == 2)
result = newdec (mtimes (x.infsup, y.infsup));
else
result = newdec (mtimes (x.infsup, y.infsup, accuracy));
endif
dec_x = min (x.dec, [], 2);
dec_y = min (y.dec, [], 1);
warning ('off', 'Octave:broadcast', 'local');
result.dec = min (result.dec, min (dec_x, dec_y));
endfunction
%!assert (isequal (infsupdec ([1, 2; 7, 15], [2, 2; 7.5, 15], {"com", "def"; "dac", "com"}) * infsupdec ([3, 3; 0, 1], [3, 3.25; 0, 2]), infsupdec ([3, 5; 21, 36], [6, 10.5; 22.5, 54.375], {"def", "def"; "dac", "dac"})));
%!# from the documentation string
%!assert (isequal (infsupdec ([1, 2; 7, 15], [2, 2; 7.5, 15]) * infsupdec ([3, 3; 0, 1], [3, 3.25; 0, 2]), infsupdec ([3, 5; 21, 36], [6, 10.5; 22.5, 54.375])));
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