Changeset 18087

Timestamp:

11/19/21 16:16:54 (3 years ago)

Author:

mkommend

Message:

#2521: Merged latest trunk changes part II.

Location:

branches/2521_ProblemRefactoring

Files:

• . (modified) (1 prop)
• Build.ps1 (modified) (1 diff)
• HeuristicLab.Algorithms.DataAnalysis (modified) (1 prop)
• HeuristicLab.Algorithms.DataAnalysis.Views (modified) (1 prop)
• HeuristicLab.Algorithms.DataAnalysis/3.4 (modified) (1 prop)
• HeuristicLab.Algorithms.MOCMAEvolutionStrategy (modified) (1 prop)
• HeuristicLab.Analysis (modified) (1 prop)
• HeuristicLab.Analysis.Views (modified) (1 prop)
• HeuristicLab.Data.Views (modified) (1 prop)
• HeuristicLab.Data.Views/3.3 (modified) (1 prop)
• HeuristicLab.DataPreprocessing (modified) (1 prop)
• HeuristicLab.DataPreprocessing/3.4 (modified) (1 prop)
• HeuristicLab.Encodings.SymbolicExpressionTreeEncoding (modified) (1 prop)
• HeuristicLab.ExtLibs (modified) (1 prop)
• HeuristicLab.ExtLibs.sln (modified) (4 diffs)
• HeuristicLab.ExtLibs/HeuristicLab.ALGLIB/3.17.0 (copied) (copied from trunk/HeuristicLab.ExtLibs/HeuristicLab.ALGLIB/3.17.0)
• HeuristicLab.ExtLibs/HeuristicLab.Attic/1.0.0/HeuristicLab.Attic.csproj (modified) (1 diff)
• HeuristicLab.ExtLibs/HeuristicLab.NativeInterpreter/0.1/HeuristicLab.NativeInterpreter-0.1/Plugin.cs (modified) (1 diff)
• HeuristicLab.ExtLibs/HeuristicLab.OrTools/7.0.0/HeuristicLab.OrTools-7.0.0/HeuristicLab.OrTools-7.0.0.csproj (modified) (2 diffs)
• HeuristicLab.ExtLibs/HeuristicLab.SimSharp/3.3.1 (deleted)
• HeuristicLab.ExtLibs/HeuristicLab.SimSharp/3.3.2 (copied) (copied from trunk/HeuristicLab.ExtLibs/HeuristicLab.SimSharp/3.3.2)
• HeuristicLab.Optimizer (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Symbolic (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Symbolic.Classification (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Symbolic.Classification.Views (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Symbolic.Regression (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Symbolic.Regression.Views (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Symbolic.Regression/3.4 (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Symbolic.Regression/3.4/SingleObjective/SymbolicRegressionSolutionsAnalyzer.cs (deleted)
• HeuristicLab.Problems.DataAnalysis.Symbolic.TimeSeriesPrognosis (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Symbolic.Views (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Views (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Views/3.4/IntervalCollectionView.Designer.cs (deleted)
• HeuristicLab.Problems.DataAnalysis.Views/3.4/IntervalCollectionView.cs (deleted)
• HeuristicLab.Problems.DataAnalysis/3.4 (modified) (1 prop)
• HeuristicLab.Problems.Instances.DataAnalysis (modified) (1 prop)
• HeuristicLab.Problems.Instances.DataAnalysis.Views (modified) (1 prop)
• HeuristicLab.Random (modified) (1 prop)
• HeuristicLab.Tests (modified) (1 prop)
• HeuristicLab.Tests/HeuristicLab-3.3/PluginDependenciesTest.cs (modified) (4 diffs)
• HeuristicLab.Tests/HeuristicLab-3.3/Samples/GPSymbolicRegressionSampleWithOSTest.cs (modified) (1 diff)
• HeuristicLab.Tests/HeuristicLab-3.3/Samples/GaussianProcessRegressionSampleTest.cs (modified) (1 diff)
• HeuristicLab.Tests/HeuristicLab-3.3/Samples/SamplesUtils.cs (modified) (1 diff)
• HeuristicLab.Tests/HeuristicLab-3.3/Samples/ShapeConstrainedRegressionSampleTest.cs (copied) (copied from trunk/HeuristicLab.Tests/HeuristicLab-3.3/Samples/ShapeConstrainedRegressionSampleTest.cs)
• HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/CrossValidationTest.cs (copied) (copied from trunk/HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/CrossValidationTest.cs)
• HeuristicLab.Tests/HeuristicLab.Persistence.Attic/PersistenceConsistencyChecks.cs (modified) (2 diffs)
• HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis-3.4/ClassificationVariableImpactCalculationTest.cs (modified) (1 diff)
• HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis-3.4/IntervalTest.cs (modified) (14 diffs)
• HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis-3.4/RegressionVariableImpactCalculationTest.cs (modified) (1 diff)
• HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis.Symbolic-3.4/SymbolicDataAnalysisExpressionTreeInterpreterTest.cs (modified) (4 diffs)
• HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis.Symbolic-3.4/SymbolicDataAnalysisExpressionTreeSimplifierTest.cs (modified) (2 diffs)
• HeuristicLab.Tests/HeuristicLab.Scripting-3.3/GridSearchRFClassificationScriptTest.cs (modified) (1 diff)
• HeuristicLab.Tests/HeuristicLab.Scripting-3.3/GridSearchRFRegressionScriptTest.cs (modified) (1 diff)
• HeuristicLab.Tests/HeuristicLab.Scripting-3.3/Script Sources/GridSearchRFClassificationScriptSource.cs (modified) (2 diffs)
• HeuristicLab.Tests/HeuristicLab.Scripting-3.3/Script Sources/GridSearchRFRegressionScriptSource.cs (modified) (3 diffs)
• HeuristicLab.Tests/HeuristicLab.Tests.csproj (modified) (5 diffs)
• Test.ps1 (modified) (1 diff)

branches/2521_ProblemRefactoring/Build.ps1

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branches/2521_ProblemRefactoring/HeuristicLab.ExtLibs.sln

@@ -67 +67 @@
 Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "HeuristicLab.EPPlus-4.0.3", "HeuristicLab.ExtLibs\HeuristicLab.EPPlus\4.0.3\HeuristicLab.EPPlus-4.0.3\HeuristicLab.EPPlus-4.0.3.csproj", "{675A6EE4-DE7C-413E-8BEF-EB21E0384C87}"
 EndProject
-Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "SimSharp-3.3.1", "HeuristicLab.ExtLibs\HeuristicLab.SimSharp\3.3.1\SimSharp-3.3.1\SimSharp-3.3.1.csproj", "{9FE9C740-7859-4D01-AD07-7D4E15A6320B}"
-EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "HeuristicLab.SimSharp-3.3.1", "HeuristicLab.ExtLibs\HeuristicLab.SimSharp\3.3.1\HeuristicLab.SimSharp-3.3.1\HeuristicLab.SimSharp-3.3.1.csproj", "{5C93CAF7-AE6A-4540-95B2-5DA6761A2677}"
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "SimSharp-3.3.2", "HeuristicLab.ExtLibs\HeuristicLab.SimSharp\3.3.2\SimSharp-3.3.2\SimSharp-3.3.2.csproj", "{4656EA72-9FDC-4D57-9491-D67089C260D0}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "HeuristicLab.SimSharp-3.3.2", "HeuristicLab.ExtLibs\HeuristicLab.SimSharp\3.3.2\HeuristicLab.SimSharp-3.3.2\HeuristicLab.SimSharp-3.3.2.csproj", "{4C958A30-DB8A-47C7-9D70-6042C44C2502}"
 EndProject
 Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "HeuristicLab.IGraph-0.8.0-pre", "HeuristicLab.ExtLibs\HeuristicLab.Igraph\0.8.0-pre\HeuristicLab.Igraph-0.8.0-pre\HeuristicLab.IGraph-0.8.0-pre.csproj", "{088D34F2-32EA-43FF-BAA8-22428D5B66BE}"
@@ -86 +86 @@
 EndProject
 Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "HeuristicLab.Protobuf", "HeuristicLab.ExtLibs\HeuristicLab.Protobuf\3.6.1\HeuristicLab.Protobuf.csproj", "{44B10478-D290-43D3-9757-C08F5292FEA5}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "HeuristicLab.ALGLIB-3.17.0", "HeuristicLab.ExtLibs\HeuristicLab.ALGLIB\3.17.0\HeuristicLab.ALGLIB-3.17.0\HeuristicLab.ALGLIB-3.17.0.csproj", "{8A56F216-2B71-4F72-B86B-2DE489D578DB}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "ALGLIB-3.17.0", "HeuristicLab.ExtLibs\HeuristicLab.ALGLIB\3.17.0\ALGLIB-3.17.0\ALGLIB-3.17.0.csproj", "{A9CED8BA-9055-4DA6-A302-A4207C465AF0}"
 EndProject
 Global
@@ -445 +449 @@
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     {675A6EE4-DE7C-413E-8BEF-EB21E0384C87}.Release|x86.Build.0 = Release|x86
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Debug|Any CPU.Build.0 = Debug|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Debug|x64.ActiveCfg = Debug|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Debug|x64.Build.0 = Debug|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Debug|x86.ActiveCfg = Debug|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Debug|x86.Build.0 = Debug|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Release|Any CPU.ActiveCfg = Release|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Release|Any CPU.Build.0 = Release|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Release|x64.ActiveCfg = Release|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Release|x64.Build.0 = Release|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Release|x86.ActiveCfg = Release|Any CPU
-    {9FE9C740-7859-4D01-AD07-7D4E15A6320B}.Release|x86.Build.0 = Release|Any CPU
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Debug|Any CPU.Build.0 = Debug|Any CPU
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Debug|x64.ActiveCfg = Debug|x64
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Debug|x64.Build.0 = Debug|x64
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Debug|x86.ActiveCfg = Debug|x86
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Debug|x86.Build.0 = Debug|x86
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Release|Any CPU.ActiveCfg = Release|Any CPU
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Release|Any CPU.Build.0 = Release|Any CPU
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Release|x64.ActiveCfg = Release|x64
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Release|x64.Build.0 = Release|x64
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Release|x86.ActiveCfg = Release|x86
-    {5C93CAF7-AE6A-4540-95B2-5DA6761A2677}.Release|x86.Build.0 = Release|x86
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Debug|Any CPU.Build.0 = Debug|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Debug|x64.ActiveCfg = Debug|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Debug|x64.Build.0 = Debug|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Debug|x86.ActiveCfg = Debug|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Debug|x86.Build.0 = Debug|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Release|Any CPU.ActiveCfg = Release|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Release|Any CPU.Build.0 = Release|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Release|x64.ActiveCfg = Release|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Release|x64.Build.0 = Release|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Release|x86.ActiveCfg = Release|Any CPU
+    {4656EA72-9FDC-4D57-9491-D67089C260D0}.Release|x86.Build.0 = Release|Any CPU
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Debug|Any CPU.Build.0 = Debug|Any CPU
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Debug|x64.ActiveCfg = Debug|x64
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Debug|x64.Build.0 = Debug|x64
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Debug|x86.ActiveCfg = Debug|x86
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Debug|x86.Build.0 = Debug|x86
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Release|Any CPU.ActiveCfg = Release|Any CPU
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Release|Any CPU.Build.0 = Release|Any CPU
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Release|x64.ActiveCfg = Release|x64
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Release|x64.Build.0 = Release|x64
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Release|x86.ActiveCfg = Release|x86
+    {4C958A30-DB8A-47C7-9D70-6042C44C2502}.Release|x86.Build.0 = Release|x86
     {088D34F2-32EA-43FF-BAA8-22428D5B66BE}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
     {088D34F2-32EA-43FF-BAA8-22428D5B66BE}.Debug|Any CPU.Build.0 = Debug|Any CPU
@@ -561 +565 @@
     {44B10478-D290-43D3-9757-C08F5292FEA5}.Release|x86.ActiveCfg = Release|Any CPU
     {44B10478-D290-43D3-9757-C08F5292FEA5}.Release|x86.Build.0 = Release|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Debug|Any CPU.Build.0 = Debug|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Debug|x64.ActiveCfg = Debug|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Debug|x64.Build.0 = Debug|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Debug|x86.ActiveCfg = Debug|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Debug|x86.Build.0 = Debug|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Release|Any CPU.ActiveCfg = Release|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Release|Any CPU.Build.0 = Release|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Release|x64.ActiveCfg = Release|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Release|x64.Build.0 = Release|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Release|x86.ActiveCfg = Release|Any CPU
+    {8A56F216-2B71-4F72-B86B-2DE489D578DB}.Release|x86.Build.0 = Release|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Debug|Any CPU.Build.0 = Debug|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Debug|x64.ActiveCfg = Debug|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Debug|x64.Build.0 = Debug|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Debug|x86.ActiveCfg = Debug|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Debug|x86.Build.0 = Debug|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Release|Any CPU.ActiveCfg = Release|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Release|Any CPU.Build.0 = Release|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Release|x64.ActiveCfg = Release|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Release|x64.Build.0 = Release|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Release|x86.ActiveCfg = Release|Any CPU
+    {A9CED8BA-9055-4DA6-A302-A4207C465AF0}.Release|x86.Build.0 = Release|Any CPU
   EndGlobalSection
   GlobalSection(SolutionProperties) = preSolution

branches/2521_ProblemRefactoring/HeuristicLab.ExtLibs/HeuristicLab.Attic/1.0.0/HeuristicLab.Attic.csproj

@@ -61 +61 @@
   <ItemGroup>
     <PackageReference Include="HEAL.Attic">
-      <Version>1.4.0</Version>
+      <Version>1.5.0</Version>
     </PackageReference>
   </ItemGroup>

branches/2521_ProblemRefactoring/HeuristicLab.ExtLibs/HeuristicLab.NativeInterpreter/0.1/HeuristicLab.NativeInterpreter-0.1/Plugin.cs

@@ -23 +23 @@
 
 namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
-  [Plugin("HeuristicLab.NativeInterpreter", "Provides a native (C++) interpreter for symbolic expression trees", "0.0.0.1")]
+  [Plugin("HeuristicLab.NativeInterpreter", "Provides a native (C++) interpreter for symbolic expression trees", "0.1.0.0")]
   [PluginFile("HeuristicLab.Problems.DataAnalysis.Symbolic.NativeInterpreter-0.1.dll", PluginFileType.Assembly)]
   [PluginFile("hl-native-interpreter-msvc-x86.dll", PluginFileType.NativeDll)]

branches/2521_ProblemRefactoring/HeuristicLab.ExtLibs/HeuristicLab.OrTools/7.0.0/HeuristicLab.OrTools-7.0.0/HeuristicLab.OrTools-7.0.0.csproj

@@ -82 +82 @@
   </PropertyGroup>
   <ItemGroup>
-    <Reference Include="HeuristicLab.PluginInfrastructure-3.3, Version=3.3.0.0, Culture=neutral, PublicKeyToken=ba48961d6f65dcec, processorArchitecture=MSIL">
-      <SpecificVersion>False</SpecificVersion>
-      <HintPath>..\..\..\..\bin\HeuristicLab.PluginInfrastructure-3.3.dll</HintPath>
-    </Reference>
     <Reference Include="System" />
     <Reference Include="System.Core" />
@@ -93 +89 @@
     <Reference Include="System.Data" />
     <Reference Include="System.Xml" />
+  </ItemGroup>
+  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\HeuristicLab.PluginInfrastructure\3.3\HeuristicLab.PluginInfrastructure-3.3.csproj">
+      <Project>{94186A6A-5176-4402-AE83-886557B53CCA}</Project>
+      <Name>HeuristicLab.PluginInfrastructure-3.3</Name>
+      <Private>False</Private>
+    </ProjectReference>
   </ItemGroup>
   <ItemGroup>

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab-3.3/PluginDependenciesTest.cs

@@ -34 +34 @@
     private static Dictionary<Assembly, Type> loadedPlugins;
     private static Dictionary<string, string> pluginNames;
+    private static Dictionary<string, Version> pluginVersions;
     private static Dictionary<string, Assembly> pluginFilesToPluginLookup = new Dictionary<string, Assembly>();
 
@@ -39 +40 @@
     [ClassInitialize]
     public static void MyClassInitialize(TestContext testContext) {
-      loadedPlugins = PluginLoader.Assemblies.Where(PluginLoader.IsPluginAssembly).ToDictionary(a => a, GetPluginFromAssembly);
+      try {
+        loadedPlugins = PluginLoader.Assemblies.Where(PluginLoader.IsPluginAssembly).ToDictionary(a => a, GetPluginFromAssembly);
+      } catch (BadImageFormatException e) {
+        var message = string.Join(Environment.NewLine, "Could not load all types. Check if test process architecture is set to x64.", string.Empty, "Exception:", e);
+        Assert.Fail(message);
+      }
+
       pluginNames = loadedPlugins.ToDictionary(a => a.Key.GetName().FullName, a => GetPluginName(a.Value));
+      pluginVersions = loadedPlugins.ToDictionary(a => a.Key.GetName().FullName, a => GetPluginVersion(a.Value));
 
       foreach (Assembly pluginAssembly in loadedPlugins.Keys) {
@@ -65 +73 @@
         var referencedAssemblies = pluginAssemblies.SelectMany(a => a.GetReferencedAssemblies()).ToList();
 
-        Dictionary<string, PluginDependencyAttribute> pluginDependencies = Attribute.GetCustomAttributes(plugin, false).OfType<PluginDependencyAttribute>().ToDictionary(a => a.Dependency);
+        var pluginDependencies = Attribute.GetCustomAttributes(plugin, false).OfType<PluginDependencyAttribute>().ToArray();
+
+        bool versionLessThan(Version a, Version b) => a.Major < b.Major || ((a.Major == b.Major) && (a.Minor <= b.Minor));
+
+        bool compatiblePluginAvailable(string referencedAssemblyName) => pluginDependencies.Any(pd => pd.Dependency == pluginNames[referencedAssemblyName] && versionLessThan(pd.Version, pluginVersions[referencedAssemblyName]));
 
         foreach (AssemblyName referencedAssemblyName in referencedAssemblies) {
           if (IsPluginAssemblyName(referencedAssemblyName)) {
-            if (!pluginDependencies.ContainsKey(pluginNames[referencedAssemblyName.FullName]))
-              errorMessage.AppendLine("Missing dependency in plugin " + plugin + " to referenced plugin " + pluginNames[referencedAssemblyName.FullName] + ".");
+            if (!compatiblePluginAvailable(referencedAssemblyName.FullName))
+              errorMessage.AppendLine("Missing dependency in plugin " + plugin + " to referenced plugin " + pluginNames[referencedAssemblyName.FullName] + " in version >= " + pluginVersions[referencedAssemblyName.FullName] + ".");
           } else { //no plugin assembly => test if the assembly is delivered by another plugin
             if (pluginFilesToPluginLookup.ContainsKey(referencedAssemblyName.Name)) {
               string containingPluginFullName = pluginFilesToPluginLookup[referencedAssemblyName.Name].FullName;
-              if (containingPluginFullName != pluginAssembly.FullName && !pluginDependencies.ContainsKey(pluginNames[containingPluginFullName]))
-                errorMessage.AppendLine("Missing dependency in plugin " + plugin + " to plugin " + pluginNames[containingPluginFullName] + " due to a reference to " + referencedAssemblyName.FullName + ".");
+              if (containingPluginFullName != pluginAssembly.FullName && !compatiblePluginAvailable(containingPluginFullName))
+                errorMessage.AppendLine("Missing dependency in plugin " + plugin + " to plugin " + pluginNames[containingPluginFullName] + " in version >= " + pluginVersions[containingPluginFullName] + " due to a reference to " + referencedAssemblyName.FullName + ".");
             }
           }
@@ -130 +142 @@
     }
 
+    private static Version GetPluginVersion(Type plugin) {
+      var version = new Version();
+      PluginAttribute pluginAttribute = (PluginAttribute)Attribute.GetCustomAttribute(plugin, typeof(PluginAttribute));
+      if (pluginAttribute != null) {
+        version = pluginAttribute.Version;
+      }
+      return version;
+    }
+
     private static bool IsPluginAssemblyName(AssemblyName assemblyName) {
       return pluginNames.ContainsKey(assemblyName.FullName);

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab-3.3/Samples/GPSymbolicRegressionSampleWithOSTest.cs

@@ -69 +69 @@
         // been able to identify the real cause. Presumably, execution on a Xeon and a Core i7 processor 
         // leads to different results. 
-        Assert.AreEqual(0.99174959007940156, SamplesUtils.GetDoubleResult(osga, "BestQuality"), 1E-8, Environment.NewLine + "Best Quality differs.");
-        Assert.AreEqual(0.9836083751914968, SamplesUtils.GetDoubleResult(osga, "CurrentAverageQuality"), 1E-8, Environment.NewLine + "Current Average Quality differs.");
-        Assert.AreEqual(0.98298394717065463, SamplesUtils.GetDoubleResult(osga, "CurrentWorstQuality"), 1E-8, Environment.NewLine + "Current Worst Quality differs.");
-        Assert.AreEqual(10100, SamplesUtils.GetIntResult(osga, "EvaluatedSolutions"), Environment.NewLine + "Evaluated Solutions differ.");
-        Assert.AreEqual(0.99174959007940156, bestTrainingSolution.TrainingRSquared, 1E-8, Environment.NewLine + "Best Training Solution Training R² differs.");
-        Assert.AreEqual(0.8962902319942232, bestTrainingSolution.TestRSquared, 1E-8, Environment.NewLine + "Best Training Solution Test R² differs.");
+        Assert.AreEqual(0.996270926227739, SamplesUtils.GetDoubleResult(osga, "BestQuality"), 1E-8, Environment.NewLine + "Best Quality differs.");
+        Assert.AreEqual(0.95742113235788184, SamplesUtils.GetDoubleResult(osga, "CurrentAverageQuality"), 1E-8, Environment.NewLine + "Current Average Quality differs.");
+        Assert.AreEqual(0.83998301518760388, SamplesUtils.GetDoubleResult(osga, "CurrentWorstQuality"), 1E-8, Environment.NewLine + "Current Worst Quality differs.");
+        Assert.AreEqual(10600, SamplesUtils.GetIntResult(osga, "EvaluatedSolutions"), Environment.NewLine + "Evaluated Solutions differ.");
+        Assert.AreEqual(0.996270926227739, bestTrainingSolution.TrainingRSquared, 1E-8, Environment.NewLine + "Best Training Solution Training R² differs.");
+        Assert.AreEqual(0.9963422035282139, bestTrainingSolution.TestRSquared, 1E-8, Environment.NewLine + "Best Training Solution Test R² differs.");
       } else {
-        Assert.AreEqual(0.9971536312165723, SamplesUtils.GetDoubleResult(osga, "BestQuality"), 1E-8, Environment.NewLine + "Best Qualitiy differs.");
-        Assert.AreEqual(0.98382832370544937, SamplesUtils.GetDoubleResult(osga, "CurrentAverageQuality"), 1E-8, Environment.NewLine + "Current Average Quality differs.");
-        Assert.AreEqual(0.960805603777699, SamplesUtils.GetDoubleResult(osga, "CurrentWorstQuality"), 1E-8, Environment.NewLine + "Current Worst Quality differs.");
-        Assert.AreEqual(10500, SamplesUtils.GetIntResult(osga, "EvaluatedSolutions"), Environment.NewLine + "Evaluated Solutions differ.");
-        Assert.AreEqual(0.9971536312165723, bestTrainingSolution.TrainingRSquared, 1E-8, Environment.NewLine + "Best Training Solution Training R² differs.");
-        Assert.AreEqual(0.010190137960908724, bestTrainingSolution.TestRSquared, 1E-8, Environment.NewLine + "Best Training Solution Test R² differs.");
+        Assert.AreEqual(0.9784573626949189, SamplesUtils.GetDoubleResult(osga, "BestQuality"), 1E-8, Environment.NewLine + "Best Quality differs.");
+        Assert.AreEqual(0.82804701987417961, SamplesUtils.GetDoubleResult(osga, "CurrentAverageQuality"), 1E-8, Environment.NewLine + "Current Average Quality differs.");
+        Assert.AreEqual(0.700208975867862, SamplesUtils.GetDoubleResult(osga, "CurrentWorstQuality"), 1E-8, Environment.NewLine + "Current Worst Quality differs.");
+        Assert.AreEqual(10300, SamplesUtils.GetIntResult(osga, "EvaluatedSolutions"), Environment.NewLine + "Evaluated Solutions differ.");
+        Assert.AreEqual(0.9784573626949189, bestTrainingSolution.TrainingRSquared, 1E-8, Environment.NewLine + "Best Training Solution Training R² differs.");
+        Assert.AreEqual(0.0014620645328474451, bestTrainingSolution.TestRSquared, 1E-8, Environment.NewLine + "Best Training Solution Test R² differs.");
       }
     }

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab-3.3/Samples/GaussianProcessRegressionSampleTest.cs

@@ -52 +52 @@
       gpr.Seed = 1618551877;
       SamplesUtils.RunAlgorithm(gpr);
-      Assert.AreEqual(-940.70700288855619, SamplesUtils.GetDoubleResult(gpr, "NegativeLogLikelihood"));
-      Assert.AreEqual(0.99563390794061979, SamplesUtils.GetDoubleResult(gpr, "Training R²"));
+      Assert.AreEqual(-992.445399028808, SamplesUtils.GetDoubleResult(gpr, "NegativeLogLikelihood"), 1e-8);
+      Assert.AreEqual(0.99559260785271853, SamplesUtils.GetDoubleResult(gpr, "Training R²"), 1e-8);
     }
     

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab-3.3/Samples/SamplesUtils.cs

@@ -21 +21 @@
       a.Prepare();
       a.Start();
-      Assert.IsNull(ex);
+      Assert.IsNull(ex, ex?.ToString());
     }
 

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Persistence.Attic/PersistenceConsistencyChecks.cs

@@ -2 +2 @@
 using System.Collections.Generic;
 using System.Linq;
+using System.Reflection;
 using HEAL.Attic;
 using Microsoft.VisualStudio.TestTools.UnitTesting;
@@ -16 +17 @@
       var dict = new Dictionary<Guid, string>();
       var duplicates = new Dictionary<string, string>();
-      // using AppDomain instead of ApplicationManager so that NonDiscoverableTypes are also checked
-      foreach (Type type in AppDomain.CurrentDomain.GetAssemblies().SelectMany(x => x.GetTypes())) {
-        var attr = StorableTypeAttribute.GetStorableTypeAttribute(type);
-        if (attr == null)
-          continue;
 
-        foreach (var guid in attr.Guids) {
-          if (!dict.ContainsKey(guid)) {
-            dict.Add(guid, type.FullName);
-          } else {
-            duplicates.Add(type.FullName, dict[guid]);
+      try {
+        // using AppDomain instead of ApplicationManager so that NonDiscoverableTypes are also checked
+        foreach (Type type in AppDomain.CurrentDomain.GetAssemblies().SelectMany(x => x.GetTypes())) {
+          var attr = StorableTypeAttribute.GetStorableTypeAttribute(type);
+          if (attr == null)
+            continue;
+
+          foreach (var guid in attr.Guids) {
+            if (!dict.ContainsKey(guid)) {
+              dict.Add(guid, type.FullName);
+            } else {
+              duplicates.Add(type.FullName, dict[guid]);
+            }
           }
         }
+      } catch (ReflectionTypeLoadException e) {
+        var loaderExeptions = string.Join("-----" + Environment.NewLine, e.LoaderExceptions.Select(x => x.ToString()));
+        var message = string.Join(Environment.NewLine, "Could not load all types. Check if test process architecture is set to x64.",
+          string.Empty, "Exception:", e, string.Empty, "LoaderExceptions:", loaderExeptions);
+        Assert.Fail(message);
       }
 

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis-3.4/ClassificationVariableImpactCalculationTest.cs

@@ -214 +214 @@
     private Dictionary<string, double> GetExpectedValuesForIrisKNNModel() {
       Dictionary<string, double> expectedImpacts = new Dictionary<string, double>();
-      expectedImpacts.Add("petal_length", 0.21);
-      expectedImpacts.Add("petal_width", 0.25);
-      expectedImpacts.Add("sepal_length", 0.05);
+      expectedImpacts.Add("petal_length", 0.22);
+      expectedImpacts.Add("petal_width", 0.35);
+      expectedImpacts.Add("sepal_length", 0.15);
       expectedImpacts.Add("sepal_width", 0.05);
 

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis-3.4/IntervalTest.cs

@@ -12 +12 @@
     private readonly Interval e = new Interval(4, 6);
 
+    private void CheckLowerAndUpperBoundOfInterval(Interval expected, Interval calculated) {
+      var lowerBoundExpected = expected.LowerBound;
+      var upperBoundExpected = expected.UpperBound;
+      var lowerBoundCalculated = calculated.LowerBound;
+      var upperBoundCalculated = calculated.UpperBound;
+
+      if(double.IsNaN(lowerBoundExpected) && double.IsNaN(lowerBoundCalculated)) {
+        Assert.IsTrue(double.IsNaN(lowerBoundExpected) && double.IsNaN(lowerBoundCalculated));
+      } else if (double.IsNaN(upperBoundExpected) && double.IsNaN(upperBoundCalculated)) {
+        Assert.IsTrue(double.IsNaN(upperBoundExpected) && double.IsNaN(upperBoundCalculated));
+      } else {
+        Assert.AreEqual(lowerBoundExpected, lowerBoundCalculated, 1e-9);
+        Assert.AreEqual(upperBoundExpected, upperBoundCalculated, 1e-9);
+      } 
+    }
+
     [TestMethod]
     [TestCategory("Problems.DataAnalysis")]
@@ -33 +49 @@
 
       //[-1, 1] - [-2, 2] = [-3, 3]
-      Assert.AreEqual<Interval>(Interval.Subtract(a, b), new Interval(-3, 3));
+      CheckLowerAndUpperBoundOfInterval(Interval.Subtract(a, b), new Interval(-3, 3));
       //([-1, 1] - [-2, 2]) - [0, 3] = [-6, 3]
-      Assert.AreEqual<Interval>(Interval.Subtract(Interval.Subtract(a, b), c), new Interval(-6, 3));
+      CheckLowerAndUpperBoundOfInterval(Interval.Subtract(Interval.Subtract(a, b), c), new Interval(-6, 3));
       //([-1, 1] - [0, 3]) - [-2, 2] = [-6, 3]
-      Assert.AreEqual<Interval>(Interval.Subtract(Interval.Subtract(a, c), b), new Interval(-6, 3));
+      CheckLowerAndUpperBoundOfInterval(Interval.Subtract(Interval.Subtract(a, c), b), new Interval(-6, 3));
     }
 
@@ -47 +63 @@
 
       //[-1, 1] * [-2, 2] = [-2, 2]
-      Assert.AreEqual<Interval>(Interval.Multiply(a, b), new Interval(-2, 2));
+      CheckLowerAndUpperBoundOfInterval(Interval.Multiply(a, b), new Interval(-2, 2));
       //([-1, 1] * [-2, 2]) * [0, 3] = [-6, 6]
-      Assert.AreEqual<Interval>(Interval.Multiply(Interval.Multiply(a, b), c), new Interval(-6, 6));
+      CheckLowerAndUpperBoundOfInterval(Interval.Multiply(Interval.Multiply(a, b), c), new Interval(-6, 6));
       //([-1, 1] * [0, 3]) * [-2, 2] = [-6, 6]
-      Assert.AreEqual<Interval>(Interval.Multiply(Interval.Multiply(a, c), b), new Interval(-6, 6));
+      CheckLowerAndUpperBoundOfInterval(Interval.Multiply(Interval.Multiply(a, c), b), new Interval(-6, 6));
 
       // [-2, 0] * [-2, 0]  = [0, 4]
-      Assert.AreEqual<Interval>(new Interval(0, 4), Interval.Multiply(new Interval(-2, 0), new Interval(-2, 0)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(0, 4), Interval.Multiply(new Interval(-2, 0), new Interval(-2, 0)));
     }
 
@@ -64 +80 @@
 
       //[4, 6] / [1, 3] = [4/3, 6]
-      Assert.AreEqual<Interval>(Interval.Divide(e, d), new Interval(4.0 / 3.0, 6));
+      CheckLowerAndUpperBoundOfInterval(Interval.Divide(e, d), new Interval(4.0 / 3.0, 6));
       //([4, 6] / [1, 3]) / [1, 3] = [4/9, 6]
-      Assert.AreEqual<Interval>(Interval.Divide(Interval.Divide(e, d), d), new Interval(4.0 / 9.0, 6));
+      CheckLowerAndUpperBoundOfInterval(Interval.Divide(Interval.Divide(e, d), d), new Interval(4.0 / 9.0, 6));
       //[4, 6] / [0, 3] = [4/3, +Inf]
-      Assert.AreEqual<Interval>(Interval.Divide(e, c), new Interval(4.0 / 3.0, double.PositiveInfinity));
+      CheckLowerAndUpperBoundOfInterval(Interval.Divide(e, c), new Interval(4.0 / 3.0, double.PositiveInfinity));
       //[-1, 1] / [0, 3] = [+Inf, -Inf]
-      Assert.AreEqual<Interval>(Interval.Divide(a, c), new Interval(double.NegativeInfinity, double.PositiveInfinity));
+      CheckLowerAndUpperBoundOfInterval(Interval.Divide(a, c), new Interval(double.NegativeInfinity, double.PositiveInfinity));
       //Devision by 0 ==> IsInfiniteOrUndefined == true
       Assert.IsTrue(Interval.Divide(e, c).IsInfiniteOrUndefined);
       //Devision by 0 ==> IsInfiniteOrUndefined == true
       Assert.IsTrue(Interval.Divide(a, c).IsInfiniteOrUndefined);
-      Assert.AreEqual<Interval>(Interval.Divide(d, b), new Interval(double.NegativeInfinity, double.PositiveInfinity));
+      CheckLowerAndUpperBoundOfInterval(Interval.Divide(d, b), new Interval(double.NegativeInfinity, double.PositiveInfinity));
     }
 
@@ -84 +100 @@
       //sine depends on interval
       //sin([0, 2*pi]) = [-1, 1]
-      Assert.AreEqual<Interval>(Interval.Sine(new Interval(0, 2 * Math.PI)), new Interval(-1, 1));
+      CheckLowerAndUpperBoundOfInterval(Interval.Sine(new Interval(0, 2 * Math.PI)), new Interval(-1, 1));
       //sin([-pi/2, pi/2]) = [sin(-pi/2), sin(pi/2)]
-      Assert.AreEqual<Interval>(Interval.Sine(new Interval(-1 * Math.PI / 2, Math.PI / 2)), new Interval(-1, 1));
+      CheckLowerAndUpperBoundOfInterval(Interval.Sine(new Interval(-1 * Math.PI / 2, Math.PI / 2)), new Interval(-1, 1));
       //sin([0, pi/2]) = [sin(0), sin(pi/2)]
-      Assert.AreEqual<Interval>(Interval.Sine(new Interval(0, Math.PI / 2)), new Interval(0, 1));
+      CheckLowerAndUpperBoundOfInterval(Interval.Sine(new Interval(0, Math.PI / 2)), new Interval(0, 1));
       //sin([pi, 3*pi/2]) = [sin(pi), sin(3*pi/2)]
-      Assert.AreEqual<Interval>(Interval.Sine(new Interval(Math.PI, 3 * Math.PI / 2)), new Interval(-1, 0));
-      Assert.AreEqual<Interval>(Interval.Sine(new Interval(1, 2)), new Interval(Math.Min(Math.Sin(1), Math.Sin(2)), 1));
-      Assert.AreEqual<Interval>(Interval.Sine(new Interval(1, 3)), new Interval(Math.Min(Math.Sin(1), Math.Sin(3)), 1));
-      Assert.AreEqual<Interval>(Interval.Sine(new Interval(Math.PI, 5 * Math.PI / 2)), new Interval(-1, 1));
+      CheckLowerAndUpperBoundOfInterval(Interval.Sine(new Interval(Math.PI, 3 * Math.PI / 2)), new Interval(-1, 0));
+      CheckLowerAndUpperBoundOfInterval(Interval.Sine(new Interval(1, 2)), new Interval(Math.Min(Math.Sin(1), Math.Sin(2)), 1));
+      CheckLowerAndUpperBoundOfInterval(Interval.Sine(new Interval(1, 3)), new Interval(Math.Min(Math.Sin(1), Math.Sin(3)), 1));
+      CheckLowerAndUpperBoundOfInterval(Interval.Sine(new Interval(Math.PI, 5 * Math.PI / 2)), new Interval(-1, 1));
     }
 
@@ -101 +117 @@
     public void CosineIntervalTest() {
       //Cosine uses sine Interval.Sine(Interval.Subtract(a, new Interval(Math.PI / 2, Math.PI / 2)));
-      Assert.AreEqual<Interval>(Interval.Cosine(new Interval(0, 2 * Math.PI)), new Interval(-1, 1));
-      Assert.AreEqual<Interval>(new Interval(-1, 1), Interval.Cosine(new Interval(Math.PI, 4 * Math.PI / 2)));
+      CheckLowerAndUpperBoundOfInterval(Interval.Cosine(new Interval(0, 2 * Math.PI)), new Interval(-1, 1));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1, 1), Interval.Cosine(new Interval(Math.PI, 4 * Math.PI / 2)));
     }
 
@@ -110 +126 @@
     public void LogIntervalTest() {
       //Log([3, 5]) = [log(3), log(5)]
-      Assert.AreEqual<Interval>(new Interval(Math.Log(3), Math.Log(5)), Interval.Logarithm(new Interval(3, 5)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(Math.Log(3), Math.Log(5)), Interval.Logarithm(new Interval(3, 5)));
       //Log([0.5, 1]) = [log(0.5), log(1)]
-      Assert.AreEqual<Interval>(new Interval(Math.Log(0.5), 0), Interval.Logarithm(new Interval(0.5, 1)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(Math.Log(0.5), 0), Interval.Logarithm(new Interval(0.5, 1)));
       //Log([-1, 5]) = [NaN, log(5)]
       var result = Interval.Logarithm(new Interval(-1, 5));
-      Assert.AreEqual<Interval>(new Interval(double.NaN, Math.Log(5)),result);
+      CheckLowerAndUpperBoundOfInterval(new Interval(double.NaN, Math.Log(5)),result);
       Assert.IsTrue(result.IsInfiniteOrUndefined);
     }
@@ -125 +141 @@
     public void ExponentialIntervalTest() {
       //Exp([0, 1]) = [exp(0), exp(1)]
-      Assert.AreEqual<Interval>(new Interval(1, Math.Exp(1)), Interval.Exponential(new Interval(0, 1)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(1, Math.Exp(1)), Interval.Exponential(new Interval(0, 1)));
     }
 
@@ -133 +149 @@
     [TestProperty("Time", "short")]
     public void SquareIntervalTest() {
-      Assert.AreEqual<Interval>(new Interval(1, 4), Interval.Square(new Interval(1, 2)));
-      Assert.AreEqual<Interval>(new Interval(1, 4), Interval.Square(new Interval(-2, -1)));
-      Assert.AreEqual<Interval>(new Interval(0, 4), Interval.Square(new Interval(-2, 2)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(1, 4), Interval.Square(new Interval(1, 2)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(1, 4), Interval.Square(new Interval(-2, -1)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(0, 4), Interval.Square(new Interval(-2, 2)));
     }
 
@@ -142 +158 @@
     [TestProperty("Time", "short")]
     public void SquarerootIntervalTest() {
-      Assert.AreEqual<Interval>(new Interval(-2, 2), Interval.SquareRoot(new Interval(1, 4)));
-      Assert.AreEqual<Interval>(new Interval(double.NaN, double.NaN), Interval.SquareRoot(new Interval(-4, -1)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-2, 2), Interval.SquareRoot(new Interval(1, 4)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(double.NaN, double.NaN), Interval.SquareRoot(new Interval(-4, -1)));
     }
 
@@ -150 +166 @@
     [TestProperty("Time", "short")]
     public void CubeIntervalTest() {
-      Assert.AreEqual<Interval>(new Interval(1, 8), Interval.Cube(new Interval(1, 2)));
-      Assert.AreEqual<Interval>(new Interval(-8, -1), Interval.Cube(new Interval(-2, -1)));
-      Assert.AreEqual<Interval>(new Interval(-8, 8), Interval.Cube(new Interval(-2, 2)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(1, 8), Interval.Cube(new Interval(1, 2)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-8, -1), Interval.Cube(new Interval(-2, -1)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-8, 8), Interval.Cube(new Interval(-2, 2)));
     }
 
@@ -159 +175 @@
     [TestProperty("Time", "short")]
     public void CubeRootIntervalTest() {
-      Assert.AreEqual<Interval>(new Interval(1, 2), Interval.CubicRoot(new Interval(1, 8)));
-      Assert.AreEqual<Interval>(new Interval(-2, -2), Interval.CubicRoot(new Interval(-8, -8)));
-      Assert.AreEqual<Interval>(new Interval(-2, 2), Interval.CubicRoot(new Interval(-8, 8)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(1, 2), Interval.CubicRoot(new Interval(1, 8)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-2, -2), Interval.CubicRoot(new Interval(-8, -8)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-2, 2), Interval.CubicRoot(new Interval(-8, 8)));
       Assert.AreEqual(new Interval(2, 2), Interval.CubicRoot(new Interval(8, 8)));
       Assert.AreEqual(new Interval(-Math.Pow(6, 1.0 / 3), 2), Interval.CubicRoot(new Interval(-6, 8)));
@@ -204 +220 @@
       //Assert.AreEqual(new Interval(aZero.LowerBound/Math.Sqrt(5), aZero.UpperBound/Math.Sqrt(5)), Interval.AnalyticalQuotient(aZero, bNeg));
       //Assert.AreEqual(new Interval(aNeg.LowerBound/Math.Sqrt(5), aNeg.UpperBound/Math.Sqrt(17)), Interval.AnalyticalQuotient(aNeg, bNeg));
-      Assert.AreEqual(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.AnalyticalQuotient(aPos, bZero));
-      Assert.AreEqual(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.AnalyticalQuotient(aPos, bPos));
-      Assert.AreEqual(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.AnalyticalQuotient(aZero, bNeg));
+      Assert.AreEqual(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.AnalyticQuotient(aPos, bZero));
+      Assert.AreEqual(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.AnalyticQuotient(aPos, bPos));
+      Assert.AreEqual(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.AnalyticQuotient(aZero, bNeg));
     }
 
@@ -312 +328 @@
     [TestCategory("Problems.DataAnalysis")]
     [TestProperty("Time", "short")]
+    public void GeometricTest() {
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1, -0.936456687290796), Interval.Cosine(new Interval(3, 3.5)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1, -0.936456687290796), Interval.Cosine(new Interval(-3.5, -3)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1, 1), Interval.Cosine(new Interval(-3.5, 3)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-0.839071529076452, 0.843853958732493), Interval.Cosine(new Interval(10, 12)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(0.136737218207833, 0.907446781450197), Interval.Cosine(new Interval(13, 14)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-0.839071529076452, 1), Interval.Cosine(new Interval(10, 14)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1, 0.136737218207833), Interval.Cosine(new Interval(14, 16)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-0.839071529076452, 0.004425697988051), Interval.Cosine(new Interval(-11, -10)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(0.136737218207833, 0.907446781450197), Interval.Cosine(new Interval(-14, -13)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1, 0.136737218207833), Interval.Cosine(new Interval(-16, -14)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(0.101585703696621, 1), Interval.Cosine(new Interval(-102, -100)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1, 1), Interval.Cosine(new Interval(4.6e15, 4.7e15)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(0.87758256189037265, 0.87758256189037276), Interval.Cosine(new Interval(0.5, 0.5)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-0.09904103659872825, 0.8775825618903728), Interval.Cosine(new Interval(0.5, 1.67)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1.0, 0.77556587851025016), Interval.Cosine(new Interval(2.1, 5.6)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1.0, 1.0), Interval.Cosine(new Interval(0.5, 8.5)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1.0, -0.09904103659872801), Interval.Cosine(new Interval(1.67, 3.2)));
+
+      CheckLowerAndUpperBoundOfInterval(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.Tangens(new Interval(double.NegativeInfinity, double.PositiveInfinity)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(0, 1.55740772465490223051), Interval.Tangens(new Interval(0, 1)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1.55740772465490223051, 0), Interval.Tangens(new Interval(-1, 0)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.Tangens(new Interval(-2, -1)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.Tangens(new Interval(202, 203)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(0.54630248984379048, 0.5463024898437906), Interval.Tangens(new Interval(0.5, 0.5)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.Tangens(new Interval(0.5,
+        1.67)));
+
+      CheckLowerAndUpperBoundOfInterval(new Interval(double.NegativeInfinity, double.PositiveInfinity), Interval.Tangens(new Interval(
+        6.638314112824137, 8.38263151220128)));
+
+      CheckLowerAndUpperBoundOfInterval(new Interval(0.47942553860420295, 0.47942553860420301), Interval.Sine(new Interval(0.5, 0.5)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(4.7942553860420295e-01, 1.0), Interval.Sine(new Interval(0.5, 1.67)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-5.8374143427580093e-02, 9.9508334981018021e-01), Interval.Sine(new Interval(1.67,
+        3.2)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1.0, 0.863209366648874), Interval.Sine(new Interval(2.1, 5.6)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1.0, 1.0), Interval.Sine(new Interval(0.5, 8.5)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1.0, 0.9775301176650971), Interval.Sine(new Interval(-4.5, 0.1)));
+      CheckLowerAndUpperBoundOfInterval(new Interval(-1.0, 1.0), Interval.Sine(new Interval(1.3, 6.3)));
+    }
+
+    [TestMethod]
+    [TestCategory("Problems.DataAnalysis")]
+    [TestProperty("Time", "short")]
     public void EqualsTest() {
       var interval1 = new Interval(0, 12);

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis-3.4/RegressionVariableImpactCalculationTest.cs

@@ -271 +271 @@
     private Dictionary<string, double> GetExpectedValuesForRFTower() {
       Dictionary<string, double> expectedImpacts = new Dictionary<string, double>();
-      expectedImpacts.Add("x5", 0.00138095702433039);
-      expectedImpacts.Add("x19", 0.00220739387855795);
-      expectedImpacts.Add("x14", 0.00225120540266954);
-      expectedImpacts.Add("x18", 0.00311857736968479);
-      expectedImpacts.Add("x9", 0.00313474690023097);
-      expectedImpacts.Add("x20", 0.00321781251408282);
-      expectedImpacts.Add("x21", 0.00397483365571383);
-      expectedImpacts.Add("x16", 0.00433280262892111);
-      expectedImpacts.Add("x15", 0.00529918809786456);
-      expectedImpacts.Add("x3", 0.00658791244929757);
-      expectedImpacts.Add("x24", 0.0078645281886035);
-      expectedImpacts.Add("x4", 0.00907314110749047);
-      expectedImpacts.Add("x13", 0.0102943761648944);
-      expectedImpacts.Add("x22", 0.0107132858548163);
-      expectedImpacts.Add("x12", 0.0157078677788507);
-      expectedImpacts.Add("x23", 0.0235857534562318);
-      expectedImpacts.Add("x7", 0.0304143401617055);
-      expectedImpacts.Add("x11", 0.0310773441767309);
-      expectedImpacts.Add("x25", 0.0328308945873665);
-      expectedImpacts.Add("x17", 0.0428771226844575);
-      expectedImpacts.Add("x10", 0.0456335367972532);
-      expectedImpacts.Add("x8", 0.049849257881126);
-      expectedImpacts.Add("x1", 0.0663686086323108);
-      expectedImpacts.Add("x2", 0.0799083890750926);
-      expectedImpacts.Add("x6", 0.196557814244287);
+      expectedImpacts.Add("x1", 0.0460043373592669);
+      expectedImpacts.Add("x2", 0.0771677998074048);
+      expectedImpacts.Add("x3", 0.00619316631767142);
+      expectedImpacts.Add("x4", 0.0173307649229608);
+      expectedImpacts.Add("x5", 0.00165078943166208);
+      expectedImpacts.Add("x6", 0.393797136971534);
+      expectedImpacts.Add("x7", 0.0103041010136826);
+      expectedImpacts.Add("x8", 0.0218489557817256);
+      expectedImpacts.Add("x9", 0.0033320239547433);
+      expectedImpacts.Add("x10", 0.0386869026272391);
+      expectedImpacts.Add("x11", 0.0194313200667007);
+      expectedImpacts.Add("x12", 0.00685957264555537);
+      expectedImpacts.Add("x13", 0.00996030046057605);
+      expectedImpacts.Add("x14", 0.00290837005063926);
+      expectedImpacts.Add("x15", 0.00487537076065259);
+      expectedImpacts.Add("x16", 0.00469764322452204);
+      expectedImpacts.Add("x17", 0.0373542975924628);
+      expectedImpacts.Add("x18", 0.00208482408757715);
+      expectedImpacts.Add("x19", 0.00250463259329947);
+      expectedImpacts.Add("x20", 0.00211501042751294);
+      expectedImpacts.Add("x21", 0.0028823562854704);
+      expectedImpacts.Add("x22", 0.0113878041309722);
+      expectedImpacts.Add("x23", 0.0454532954039953);
+      expectedImpacts.Add("x24", 0.0115989415893684);
+      expectedImpacts.Add("x25", 0.0196479481586532);
 
       return expectedImpacts;

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis.Symbolic-3.4/SymbolicDataAnalysisExpressionTreeInterpreterTest.cs

@@ -274 +274 @@
     [TestProperty("Time", "long")]
     public void TestCompiledInterpreterEstimatedValuesConsistency() {
-      const double delta = 1e-12;
+      const double delta = 1e-8;
 
       var twister = new MersenneTwister();
@@ -288 +288 @@
       grammar.ConfigureAsDefaultRegressionGrammar();
       grammar.Symbols.First(x => x.Name == "Power Functions").Enabled = true;
+      grammar.Symbols.First(x => x is Cube).Enabled = true;
+      grammar.Symbols.First(x => x is CubeRoot).Enabled = true;
+      grammar.Symbols.First(x => x is Square).Enabled = true;
+      grammar.Symbols.First(x => x is SquareRoot).Enabled = true;
+      grammar.Symbols.First(x => x is Absolute).Enabled = true;
+      grammar.Symbols.First(x => x is Sine).Enabled = true;
+      grammar.Symbols.First(x => x is Cosine).Enabled = true;
+      grammar.Symbols.First(x => x is Tangent).Enabled = true;
+      grammar.Symbols.First(x => x is Root).Enabled = false;
+      grammar.Symbols.First(x => x is Power).Enabled = false;
 
       var randomTrees = Util.CreateRandomTrees(twister, dataset, grammar, N, 1, 10, 0, 0);
@@ -311 +321 @@
               var v2 = valuesMatrix[n][row];
               if (double.IsNaN(v1) && double.IsNaN(v2)) continue;
-              if (Math.Abs(v1 - v2) > delta) {
+              if (v1 != v2 && Math.Abs(1.0 - v1 / v2) >= delta) {
                 Console.WriteLine(formatter.Format(tree));
                 foreach (var node in tree.Root.GetSubtree(0).GetSubtree(0).IterateNodesPrefix().ToList()) {
@@ -339 +349 @@
               }
               string errorMessage = string.Format("Interpreters {0} and {1} do not agree on tree {2} and row {3} (seed = {4}).", interpreters[m].Name, interpreters[n].Name, i, row, seed);
-              Assert.AreEqual(v1, v2, delta, errorMessage);
+              Assert.IsTrue(double.IsNaN(v1) && double.IsNaN(v2) ||
+                            v1 == v2 || // in particular 0 = 0
+                            Math.Abs(1.0 - v1 / v2) < delta, errorMessage);
             }
           }

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis.Symbolic-3.4/SymbolicDataAnalysisExpressionTreeSimplifierTest.cs

@@ -99 +99 @@
       #region root rules
       // cancellation
-      AssertEqualAfterSimplification("(root (variable 2.0 a) 0.0)", "1.0");
+      AssertEqualAfterSimplification("(root (variable 2.0 a) 0.0)", "NaN");
       // fixed point
       AssertEqualAfterSimplification("(root (variable 2.0 a) 1.0)", "(variable 2.0 a)");
@@ -269 +269 @@
 
       #endregion
+
+      #region do not drop subtrees with small weights
+      AssertEqualAfterSimplification("(* 1e-14 (variable 1.0 a))", "(variable 1e-14 a)");
+      AssertEqualAfterSimplification("(+ (variable 1.0 a) 1e-14)", 
+                                     "(+ (variable 1.0 a) 1e-14)");
+      // a scenario where a term with small weight can have large effect
+      AssertEqualAfterSimplification("(+ (* (pow (variable 1.0 a) 10) 1e-14) 1.0)",
+                                     "(+ (* (pow (variable 1.0 a) 10) 1e-14) 1.0)");
+      // a test case (from ticket #2985)
+      AssertEqualAfterSimplification("(+ (* (exp (variable 3.5861E+001 a)) 5.5606E-016) 5.9323E-002)",
+                                     "(+ (* (exp (variable 3.5861E+001 a)) 5.5606E-016) 5.9323E-002)");
+      #endregion
     }
 

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Scripting-3.3/GridSearchRFClassificationScriptTest.cs

@@ -59 +59 @@
 
       var bestSolution = ScriptingUtils.GetVariable<IClassificationSolution>(script, BestSolutionVariableName);
-      Assert.AreEqual(0.85179407176287, bestSolution.TrainingAccuracy, 1E-8);
-      Assert.AreEqual(0.81875, bestSolution.TestAccuracy, 1E-8);
+      Assert.AreEqual(0.858034321372855, bestSolution.TrainingAccuracy, 1E-8);
+      Assert.AreEqual(0.821875, bestSolution.TestAccuracy, 1E-8);
     }
 

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Scripting-3.3/GridSearchRFRegressionScriptTest.cs

@@ -59 +59 @@
 
       var bestSolution = ScriptingUtils.GetVariable<IRegressionSolution>(script, BestSolutionVariableName);
-      Assert.AreEqual(0.968329534139836, bestSolution.TrainingRSquared, 1E-8);
-      Assert.AreEqual(0.982380790563445, bestSolution.TestRSquared, 1E-8);
+      Assert.AreEqual(0.964218622548574, bestSolution.TrainingRSquared, 1E-8);
+      Assert.AreEqual(0.985989017766796, bestSolution.TestRSquared, 1E-8);
     }
 

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Scripting-3.3/Script Sources/GridSearchRFClassificationScriptSource.cs

@@ -38 +38 @@
     double rmsError, outOfBagRmsError, relClassificationError, outOfBagRelClassificationError;
     bestParameters = RandomForestUtil.GridSearch(problemData, numberOfFolds, shuffleFolds, randomForestParameterRanges, seed, maximumDegreeOfParallelism);
-    var model = RandomForestModel.CreateClassificationModel(problemData, problemData.TrainingIndices, bestParameters.N, bestParameters.R, bestParameters.M, seed,
-                                                            out rmsError, out outOfBagRmsError, out relClassificationError, out outOfBagRelClassificationError);
+    var model = RandomForestClassification.CreateRandomForestClassificationModel(problemData, problemData.TrainingIndices, bestParameters.N, bestParameters.R, bestParameters.M, seed,
+                                                                                 out rmsError, out relClassificationError, out outOfBagRmsError, out outOfBagRelClassificationError);
     return (RandomForestClassificationSolution)model.CreateClassificationSolution(problemData);
   }
@@ -46 +46 @@
     double rmsError, outOfBagRmsError, relClassificationError, outOfBagRelClassificationError;
     bestParameters = RandomForestUtil.GridSearch(problemData, randomForestParameterRanges, seed, maximumDegreeOfParallelism);
-    var model = RandomForestModel.CreateClassificationModel(problemData, problemData.TrainingIndices, bestParameters.N, bestParameters.R, bestParameters.M, seed,
-                                                            out rmsError, out outOfBagRmsError, out relClassificationError, out outOfBagRelClassificationError);
+    var model = RandomForestClassification.CreateRandomForestClassificationModel(problemData, problemData.TrainingIndices, bestParameters.N, bestParameters.R, bestParameters.M, seed,
+                                                                                 out rmsError, out relClassificationError, out outOfBagRmsError, out outOfBagRelClassificationError);
     return (RandomForestClassificationSolution)model.CreateClassificationSolution(problemData);
   }

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Scripting-3.3/Script Sources/GridSearchRFRegressionScriptSource.cs

@@ -14 +14 @@
   /* Number of crossvalidation folds: */
   const int numberOfFolds = 3;
-  /* Specify whether the crossvalidation folds should be shuffled */
-  const bool shuffleFolds = true;
 
   /* The tunable Random Forest parameters:
@@ -37 +35 @@
   private static RandomForestRegressionSolution GridSearchWithCrossvalidation(IRegressionProblemData problemData, out RFParameter bestParameters, int seed = 3141519) {
     double rmsError, outOfBagRmsError, avgRelError, outOfBagAvgRelError;
-    bestParameters = RandomForestUtil.GridSearch(problemData, numberOfFolds, shuffleFolds, randomForestParameterRanges, seed, maximumDegreeOfParallelism);
-    var model = RandomForestModel.CreateRegressionModel(problemData, problemData.TrainingIndices, bestParameters.N, bestParameters.R, bestParameters.M, seed, out rmsError, out outOfBagRmsError, out avgRelError, out outOfBagAvgRelError);
+    bestParameters = RandomForestUtil.GridSearch(problemData, numberOfFolds, randomForestParameterRanges, seed, maximumDegreeOfParallelism);
+    var model = RandomForestRegression.CreateRandomForestRegressionModel(problemData, problemData.TrainingIndices, bestParameters.N, bestParameters.R, bestParameters.M, seed, 
+                                                                         out rmsError, out avgRelError, out outOfBagRmsError, out outOfBagAvgRelError);
     return (RandomForestRegressionSolution)model.CreateRegressionSolution(problemData);
   }
@@ -46 +45 @@
     var random = new MersenneTwister();
     bestParameters = RandomForestUtil.GridSearch(problemData, randomForestParameterRanges, seed, maximumDegreeOfParallelism);
-    var model = RandomForestModel.CreateRegressionModel(problemData, problemData.TrainingIndices, bestParameters.N, bestParameters.R, bestParameters.M, seed,
-                                                        out rmsError, out outOfBagRmsError, out avgRelError, out outOfBagAvgRelError);
+    var model = RandomForestRegression.CreateRandomForestRegressionModel(problemData, problemData.TrainingIndices, bestParameters.N, bestParameters.R, bestParameters.M, seed,
+                                                                         out rmsError, out avgRelError, out outOfBagRmsError, out outOfBagAvgRelError);
     return (RandomForestRegressionSolution)model.CreateRegressionSolution(problemData);
   }

branches/2521_ProblemRefactoring/HeuristicLab.Tests/HeuristicLab.Tests.csproj

@@ -109 +109 @@
   </PropertyGroup>
   <ItemGroup>
-    <Reference Include="ALGLIB-3.7.0">
-      <HintPath>..\bin\ALGLIB-3.7.0.dll</HintPath>
+    <Reference Include="ALGLIB-3.17.0">
+      <HintPath>..\bin\ALGLIB-3.17.0.dll</HintPath>
       <Private>False</Private>
     </Reference>
@@ -206 +206 @@
       <SpecificVersion>False</SpecificVersion>
       <HintPath>..\bin\HeuristicLab.Encodings.LinearLinkageEncoding-3.4.dll</HintPath>
+      <Private>False</Private>
     </Reference>
     <Reference Include="HeuristicLab.Encodings.PermutationEncoding-3.3">
@@ -282 +283 @@
       <Private>False</Private>
     </Reference>
-    <Reference Include="HeuristicLab.Problems.DataAnalysis-3.4">
+    <Reference Include="HeuristicLab.Problems.DataAnalysis-3.4, Version=3.4.0.0, Culture=neutral, PublicKeyToken=ba48961d6f65dcec, processorArchitecture=MSIL">
+      <SpecificVersion>False</SpecificVersion>
       <HintPath>..\bin\HeuristicLab.Problems.DataAnalysis-3.4.dll</HintPath>
       <Private>False</Private>
     </Reference>
-    <Reference Include="HeuristicLab.Problems.DataAnalysis.Symbolic-3.4">
+    <Reference Include="HeuristicLab.Problems.DataAnalysis.Symbolic-3.4, Version=3.4.0.0, Culture=neutral, PublicKeyToken=ba48961d6f65dcec, processorArchitecture=MSIL">
+      <SpecificVersion>False</SpecificVersion>
       <HintPath>..\bin\HeuristicLab.Problems.DataAnalysis.Symbolic-3.4.dll</HintPath>
       <Private>False</Private>
@@ -473 +476 @@
     <Compile Include="HeuristicLab-3.3\Samples\OSESGriewankSampleTest.cs" />
     <Compile Include="HeuristicLab-3.3\Samples\GAGroupingProblemSampleTest.cs" />
+    <Compile Include="HeuristicLab-3.3\Samples\ShapeConstrainedRegressionSampleTest.cs" />
     <Compile Include="HeuristicLab-3.3\Samples\LocalSearchKnapsackSampleTest.cs" />
     <Compile Include="HeuristicLab-3.3\Samples\SimulatedAnnealingRastriginSampleTest.cs" />
@@ -498 +502 @@
     <Compile Include="HeuristicLab-3.3\ToStringTest.cs" />
     <Compile Include="HeuristicLab.Algorithms.DataAnalysis-3.4\GradientBoostingTest.cs" />
+    <Compile Include="HeuristicLab.Algorithms.DataAnalysis-3.4\CrossValidationTest.cs" />
     <Compile Include="HeuristicLab.Algorithms.DataAnalysis-3.4\NcaAlgorithmTest.cs" />
     <Compile Include="HeuristicLab.Algorithms.DataAnalysis-3.4\SupportVectorMachineTest.cs" />

branches/2521_ProblemRefactoring/Test.ps1

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