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authorHarpreet2015-11-26 13:13:46 +0530
committerHarpreet2015-11-26 13:13:46 +0530
commit2af2dd71492d5485bd921cfe7b832811881947bb (patch)
tree3b4934f40a140f5ac54046ab3a530798c36708bb /tests/unit_tests/lsqlin.tst
parent8cf5063387ba60907e8e114b128abe5555922ad7 (diff)
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+// Copyright (C) 2015 - IIT Bombay - FOSSEE
+//
+// Author: Harpreet Singh
+// Organization: FOSSEE, IIT Bombay
+// Email: harpreet.mertia@gmail.com
+//
+// This file must be used under the terms of the CeCILL.
+// This source file is licensed as described in the file COPYING, which
+// you should have received as part of this distribution. The terms
+// are also available at
+// http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+
+// <-- JVM NOT MANDATORY -->
+// <-- ENGLISH IMPOSED -->
+
+
+//
+// assert_close --
+// Returns 1 if the two real matrices computed and expected are close,
+// i.e. if the relative distance between computed and expected is lesser than epsilon.
+// Arguments
+// computed, expected : the two matrices to compare
+// epsilon : a small number
+//
+function flag = assert_close ( computed, expected, epsilon )
+ if expected==0.0 then
+ shift = norm(computed-expected);
+ else
+ shift = norm(computed-expected)/norm(expected);
+ end
+// if shift < epsilon then
+// flag = 1;
+// else
+// flag = 0;
+// end
+// if flag <> 1 then pause,end
+ flag = assert_checktrue ( shift < epsilon );
+endfunction
+//
+// assert_equal --
+// Returns 1 if the two real matrices computed and expected are equal.
+// Arguments
+// computed, expected : the two matrices to compare
+// epsilon : a small number
+//
+//function flag = assert_equal ( computed , expected )
+// if computed==expected then
+// flag = 1;
+// else
+// flag = 0;
+// end
+// if flag <> 1 then pause,end
+//endfunction
+
+ //A simple linear least square example
+C = [0.9501 0.7620 0.6153 0.4057
+ 0.2311 0.4564 0.7919 0.9354
+ 0.6068 0.0185 0.9218 0.9169
+ 0.4859 0.8214 0.7382 0.4102
+ 0.8912 0.4447 0.1762 0.8936];
+ d = [0.0578
+ 0.3528
+ 0.8131
+ 0.0098
+ 0.1388];
+ A =[0.2027 0.2721 0.7467 0.4659
+ 0.1987 0.1988 0.4450 0.4186
+ 0.6037 0.0152 0.9318 0.8462];
+ b =[0.5251
+ 0.2026
+ 0.6721];
+ Aeq = [3 5 7 9];
+ beq = 4;
+ lb = -0.1*ones(4,1);
+ ub = 2*ones(4,1);
+ [xopt,resnorm,residual,exitflag,output,lambda] = lsqlin(C,d,A,b,Aeq,beq,lb,ub)
+
+assert_close ( xopt , [ -0.1, -0.1, 0.1599089, 0.4089598 ]' , 0.0005 );
+assert_close ( residual , [ 0.0352969 0.0876228 -0.3532508 0.1452700 0.1212324 ]' , 0.0005 );
+assert_close ( resnorm , [ 0.1695104] , 0.0005 );
+
+assert_checkequal( exitflag , int32(0) );