diff scripts/set/ismember.m @ 5178:6758c11b5b99

[project @ 2005-03-03 05:18:04 by jwe]
author jwe
date Thu, 03 Mar 2005 05:18:04 +0000
parents
children 41cd70503c72
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+++ b/scripts/set/ismember.m	Thu Mar 03 05:18:04 2005 +0000
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+## Copyright (C) 2000 Paul Kienzle
+##
+## 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 2 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, write to the Free Software
+## Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
+
+## -*- texinfo -*-
+## @deftypefn {Function File} {} ismember(@var{A}, @var{S})
+##
+## Return a matrix the same shape as @var{A} which has 1 if
+## @code{A(i,j)} is in @var{S} or 0 if it isn't.
+##
+## @end deftypefn
+## @seealso{unique, union, intersect, setxor, setdiff}
+
+function c = ismember(a,S)
+  if nargin != 2
+    usage("ismember(A,S)");
+  endif
+
+  [ra, ca] = size(a);
+  if isempty(a) || isempty(S)
+    c = zeros(ra, ca);
+  else
+    S = unique(S(:));
+    lt = length(S);
+    if lt == 1
+      c = ( a == S );
+    elseif ra*ca == 1
+      c = any (a == S);
+    else
+      ## Magic : the following code determines for each a, the index i
+      ## such that S(i)<= a < S(i+1).  It does this by sorting the a
+      ## into S and remembering the source index where each element came
+      ## from.  Since all the a's originally came after all the S's, if 
+      ## the source index is less than the length of S, then the element
+      ## came from S.  We can then do a cumulative sum on the indices to
+      ## figure out which element of S each a comes after.
+      ## E.g., S=[2 4 6], a=[1 2 3 4 5 6 7]
+      ##    unsorted [S a]  = [ 2 4 6 1 2 3 4 5 6 7 ]
+      ##    sorted [ S a ]  = [ 1 2 2 3 4 4 5 6 6 7 ] 
+      ##    source index p  = [ 4 1 5 6 2 7 8 3 9 10 ]
+      ##    boolean p<=l(S) = [ 0 1 0 0 1 0 0 1 0 0 ]
+      ##    cumsum(p<=l(S)) = [ 0 1 1 1 2 2 2 3 3 3 ]
+      ## Note that this leaves a(1) coming after S(0) which doesn't
+      ## exist.  So arbitrarily, we will dump all elements less than
+      ## S(1) into the interval after S(1).  We do this by dropping S(1)
+      ## from the sort!  E.g., S=[2 4 6], a=[1 2 3 4 5 6 7]
+      ##    unsorted [S(2:3) a] =[4 6 1 2 3 4 5 6 7 ]
+      ##    sorted [S(2:3) a] = [ 1 2 3 4 4 5 6 6 7 ]
+      ##    source index p    = [ 3 4 5 1 6 7 2 8 9 ]
+      ##    boolean p<=l(S)-1 = [ 0 0 0 1 0 0 1 0 0 ]
+      ##    cumsum(p<=l(S)-1) = [ 0 0 0 1 1 1 2 2 2 ]
+      ## Now we can use Octave's lvalue indexing to "invert" the sort,
+      ## and assign all these indices back to the appropriate A and S,
+      ## giving S_idx = [ -- 1 2], a_idx = [ 0 0 0 1 1 2 2 ].  Add 1 to
+      ## a_idx, and we know which interval S(i) contains a.  It is
+      ## easy to now check membership by comparing S(a_idx) == a.  This
+      ## magic works because S starts out sorted, and because sort
+      ## preserves the relative order of identical elements.
+      [v, p] = sort ( [ S(2:lt) ; a(:) ] );
+      idx(p) = cumsum (p <= lt-1) + 1;
+      idx = idx (lt : lt+ra*ca-1);
+      c = ( a == reshape (S (idx), size (a)) );
+    endif
+  endif
+endfunction
+  
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