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
|
## Copyright (C) 2011 Thomas Weber <tweber@debian.org>
##
## 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 -*-
## @deftypefn {Function File} {@var{x} = } normr (@var{M})
## Normalize the rows of a matrix to a length of 1 and return the matrix.
##
## @example
## M=[1,2; 3,4];
## normr(M)
##
## ans =
##
## 0.44721 0.89443
## 0.60000 0.80000
##
## @end example
## @seealso{normc}
## @end deftypefn
function X = normr(M)
if (1 != nargin)
print_usage;
endif
norm = sqrt(sum(M .* conj(M),2));
X = diag(1./norm) * M;
endfunction
%% test for real and complex matrices
%!test
%! M = [1,2; 3,4];
%! expected = [0.447213595499958, 0.894427190999916; 0.6, 0.8];
%! assert(normr(M), expected, eps);
%!test
%! M = [i,2*i; 3*I,4*I];
%! expected = [0.447213595499958*I, 0.894427190999916*I; 0.6*I, 0.8*I];
%! assert(normr(M), expected, eps);
%!test
%! M = [1+2*I, 3+4*I; 5+6*I, 7+8*I];
%! expected = [0.182574185835055 + 0.365148371670111i, 0.547722557505166 + 0.730296743340221i
%! 0.379049021789452 + 0.454858826147342i, 0.530668630505232 + 0.606478434863123i];
%! assert(normr(M), expected, 10*eps);
%% test error/usage handling
%!error <normr> normr();
|