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author | Harpreet | 2015-11-26 13:13:46 +0530 |
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committer | Harpreet | 2015-11-26 13:13:46 +0530 |
commit | 2af2dd71492d5485bd921cfe7b832811881947bb (patch) | |
tree | 3b4934f40a140f5ac54046ab3a530798c36708bb /tests/unit_tests/lsqlin.tst | |
parent | 8cf5063387ba60907e8e114b128abe5555922ad7 (diff) | |
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lsqlin added
Diffstat (limited to 'tests/unit_tests/lsqlin.tst')
-rw-r--r-- | tests/unit_tests/lsqlin.tst | 82 |
1 files changed, 82 insertions, 0 deletions
diff --git a/tests/unit_tests/lsqlin.tst b/tests/unit_tests/lsqlin.tst new file mode 100644 index 0000000..a2b9630 --- /dev/null +++ b/tests/unit_tests/lsqlin.tst @@ -0,0 +1,82 @@ +// 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) ); |