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https://issues.apache.org/jira/browse/MATH-328?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12798211#action_12798211
]
Benjamin McCann commented on MATH-328:
--------------------------------------
I can't tell whether this is a bug or is giving you the correct solution. Very
often there is not a feasible solution, so this may well be functioning
correctly. It would be helpful to run this same problem through another linear
programming library and see if it gives the same solution. Also, if possible,
smaller examples are usually much easier to debug. I'd suggest perhaps using a
free trial of Lindo and seeing if it returns that there is no feasible solution.
> Is "NoFeasibleSolutionException" Bug not Fixed Yet?
> ---------------------------------------------------
>
> Key: MATH-328
> URL: https://issues.apache.org/jira/browse/MATH-328
> Project: Commons Math
> Issue Type: Bug
> Affects Versions: 2.1
> Environment: Windows XP commons Math 2.0 jre 1.6
> Reporter: son ki sup
> Priority: Critical
> Attachments: error_data.txt
>
>
> I received a e-mail which introduces URL
> "https://svn.apache.org/repos/asf/commons/proper/math/trunk";.
> I downloaded Source Files in Package
> "org\apache\commons\math\optimization\linear"
> and compiled these files(make a new commons-math-2.?.jar = Simplex Patch
> Version)
> Lastly I tested a fixed Simplex module, But didn't get a feasible solution.
> Exception Message is as follow
> -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
> org.apache.commons.math.optimization.linear.NoFeasibleSolutionException: no
> feasible solution
> at
> org.apache.commons.math.optimization.linear.SimplexSolver.solvePhase1(SimplexSolver.java:166)
> at
> org.apache.commons.math.optimization.linear.SimplexSolver.doOptimize(SimplexSolver.java:176)
> at
> org.apache.commons.math.optimization.linear.AbstractLinearOptimizer.optimize(AbstractLinearOptimizer.java:106)
> at SimplexSolverTest.test111(SimplexSolverTest.java:711)
> at SimplexSolverTest.main(SimplexSolverTest.java:730
> -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
> Test Data is as follow
> -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
> double[] ob =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1000,0,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,1000,0};
> double[] c1 =
> {115239312,65417490,111006072,63657738,26800758,120283110,137807244,90077436,25759098,20452338,40821822,136261944,54779832,42682500,138210804,27299808,144635238,105106248,46103364,142549164,94178844,129443166,127867176,152840844,104050710,122083578,25506900,110386026,79515846,149110056,98889318,87030882,128243016,112193730,109948500,134574300,72316818,174011850,139884606,170461962,178817040,45444960,119593602,82012374,155913894,19837854,135737676,77510844,168166152,63235476,-1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c2 =
> {115239312,65417490,111006072,63657738,26800758,120283110,137807244,90077436,25759098,20452338,40821822,136261944,54779832,42682500,138210804,27299808,144635238,105106248,46103364,142549164,94178844,129443166,127867176,152840844,104050710,122083578,25506900,110386026,79515846,149110056,98889318,87030882,128243016,112193730,109948500,134574300,72316818,174011850,139884606,170461962,178817040,45444960,119593602,82012374,155913894,19837854,135737676,77510844,168166152,63235476,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c3 =
> {8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,11.1,14.4,7.5,4.5,3.6,9.3,12.6,5.4,1.2,6.6,8.1,9.6,8.1,8.1,13.8,0.6,14.1,6.6,15,10.2,7.2,6,1.2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c4 =
> {8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,8.4,11.1,14.4,7.5,4.5,3.6,9.3,12.6,5.4,1.2,6.6,8.1,9.6,8.1,8.1,13.8,0.6,14.1,6.6,15,10.2,7.2,6,1.2,0,0,0,-1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c5 =
> {-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-48.9,-45.6,-52.5,-55.5,-56.4,-50.7,-47.4,-54.6,-58.8,-53.4,-51.9,-50.4,-51.9,-51.9,-46.2,-59.4,-45.9,-53.4,-45,-49.8,-52.8,-54,-58.8,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c6 =
> {-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-51.6,-48.9,-45.6,-52.5,-55.5,-56.4,-50.7,-47.4,-54.6,-58.8,-53.4,-51.9,-50.4,-51.9,-51.9,-46.2,-59.4,-45.9,-53.4,-45,-49.8,-52.8,-54,-58.8,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c7 =
> {-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c8 =
> {-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c9 =
> {24,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,24,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c10 =
> {24,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,24,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c11 =
> {-9,21,21,21,21,21,21,21,21,21,21,21,21,21,-9,-9,-9,-9,-9,21,21,21,-9,-9,-9,-9,-9,21,21,-9,-9,-9,21,-9,-9,21,21,-9,-9,-9,21,21,21,21,21,21,21,21,21,21,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c12 =
> {-9,21,21,21,21,21,21,21,21,21,21,21,21,21,-9,-9,-9,-9,-9,21,21,21,-9,-9,-9,-9,-9,21,21,-9,-9,-9,21,-9,-9,21,21,-9,-9,-9,21,21,21,21,21,21,21,21,21,21,0,0,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,0,0,0};
> double[] c13 =
> {-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,24,24,24,24,24,-6,-6,-6,24,-6,-6,24,24,-6,-6,24,24,24,-6,24,-6,-6,-6,-6,-6,24,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0};
> double[] c14 =
> {-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,24,24,24,24,24,-6,-6,-6,24,-6,-6,24,24,-6,-6,24,24,24,-6,24,-6,-6,-6,-6,-6,24,-6,-6,-6,-6,-6,-6,-6,-6,-6,-6,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,0};
> double[] c15 =
> {-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,27,27,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,27,27,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0};
> double[] c16 =
> {-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,27,27,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,27,27,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,-3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0};
> double[] c17 =
> {-21,9,9,9,9,9,9,9,9,9,9,9,9,-21,9,9,-21,-21,9,9,9,9,-21,-21,-21,9,9,9,9,9,9,9,9,9,-21,-21,-21,-21,9,9,9,9,9,9,9,9,9,9,9,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0};
> double[] c18 =
> {-21,9,9,9,9,9,9,9,9,9,9,9,9,-21,9,9,-21,-21,9,9,9,9,-21,-21,-21,9,9,9,9,9,9,9,9,9,-21,-21,-21,-21,9,9,9,9,9,9,9,9,9,9,9,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0};
> double[] c19 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0};
> double[] c20 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,0,0,0};
> double[] c21 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0};
> double[] c22 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,0};
> double[] c23 =
> {-76826208,-43611660,-74004048,-42438492,-17867172,-80188740,-91871496,-60051624,-17172732,-13634892,-27214548,-90841296,-36519888,-28455000,-92140536,-18199872,-96423492,-70070832,-30735576,-95032776,-62785896,-86295444,-85244784,-101893896,-69367140,-81389052,-17004600,-73590684,-53010564,-99406704,-65926212,-58020588,-85495344,-74795820,-73299000,-89716200,-48211212,-116007900,-93256404,-113641308,-119211360,-30296640,-79729068,-54674916,-103942596,-13225236,-90491784,-51673896,-112110768,-42156984,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c24 =
> {1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c25 =
> {0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c26 =
> {0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c27 =
> {0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c28 =
> {0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c29 =
> {0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c30 =
> {0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c31 =
> {0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c32 =
> {0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c33 =
> {0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c34 =
> {0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c35 =
> {0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c36 =
> {0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c37 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c38 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c39 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c40 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c41 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c42 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c43 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c44 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c45 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c46 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c47 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c48 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c49 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c50 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c51 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c52 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c53 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c54 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c55 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c56 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c57 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c58 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c59 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c60 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c61 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c62 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c63 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c64 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c65 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c66 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c67 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c68 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c69 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c70 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c71 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c72 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
> double[] c73 =
> {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
>
>
>
>
> LinearObjectiveFunction f = new LinearObjectiveFunction(ob, 0 );
> Collection<LinearConstraint> constraints = new
> ArrayList<LinearConstraint>();
>
> constraints.add(new LinearConstraint(c1 ,
> Relationship.GEQ,3000000000.0d));
> constraints.add(new LinearConstraint(c2 ,
> Relationship.LEQ,3000000000.0d));
> constraints.add(new LinearConstraint(c3 ,
> Relationship.LEQ,1200.0d));
> constraints.add(new LinearConstraint(c4 ,
> Relationship.GEQ,1200.0d));
> constraints.add(new LinearConstraint(c5 ,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c6 ,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c7 ,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c8 ,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c9 ,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c10,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c11,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c12,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c13,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c14,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c15,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c16,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c17,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c18,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c19,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c20,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c21,
> Relationship.LEQ,0.0d));
> constraints.add(new LinearConstraint(c22,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c23,
> Relationship.GEQ,0.0d));
> constraints.add(new LinearConstraint(c24,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c25,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c26,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c27,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c28,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c29,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c30,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c31,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c32,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c33,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c34,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c35,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c36,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c37,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c38,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c39,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c40,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c41,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c42,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c43,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c44,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c45,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c46,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c47,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c48,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c49,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c50,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c51,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c52,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c53,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c54,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c55,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c56,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c57,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c58,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c59,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c60,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c61,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c62,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c63,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c64,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c65,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c66,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c67,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c68,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c69,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c70,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c71,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c72,
> Relationship.GEQ,1.0d));
> constraints.add(new LinearConstraint(c73,
> Relationship.GEQ,1.0d));
>
>
> try {
> SimplexSolver solver = new SimplexSolver();
>
> RealPointValuePair solution = solver.optimize(f,
> constraints, GoalType.MINIMIZE, false);
>
> double[] p = solution.getPoint();
>
> for(int i=0; i < p.length; i++) {
> System.out.println(p[i]);
> }
> }catch(Exception e) {
> e.printStackTrace();
> }
> -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
> for reference, I need to use a few hundred contraints(The data presented
> is part of the required data)
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