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Tests: turn VectorStorageTests into theory

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Christoph Ruegg 12 years ago
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ed6ea2c2b5
4 changed files with 215 additions and 272 deletions
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  1. 73
      src/UnitTests/LinearAlgebraTests/Build.cs
  2. 140
      src/UnitTests/LinearAlgebraTests/VectorStorageCombinatorsTests.cs
  3. 271
      src/UnitTests/LinearAlgebraTests/VectorStorageTests.cs
  4. 3
      src/UnitTests/UnitTests.csproj

73
src/UnitTests/LinearAlgebraTests/Build.cs
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@ -0,0 +1,73 @@
// <copyright file="Build.cs" company="Math.NET">
// Math.NET Numerics, part of the Math.NET Project
// http://numerics.mathdotnet.com
// http://github.com/mathnet/mathnet-numerics
// http://mathnetnumerics.codeplex.com
//
// Copyright (c) 2009-2014 Math.NET
//
// Permission is hereby granted, free of charge, to any person
// obtaining a copy of this software and associated documentation
// files (the "Software"), to deal in the Software without
// restriction, including without limitation the rights to use,
// copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the
// Software is furnished to do so, subject to the following
// conditions:
//
// The above copyright notice and this permission notice shall be
// included in all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
// OTHER DEALINGS IN THE SOFTWARE.
// </copyright>
using System;
using System.Collections.Generic;
using MathNet.Numerics.LinearAlgebra.Storage;
namespace MathNet.Numerics.UnitTests.LinearAlgebraTests
{
public enum VectorStorageType
{
DenseVector = 1,
SparseVector = 2
}
public static class Build
{
public static VectorStorage<T> VectorStorage<T>(VectorStorageType type, IEnumerable<T> data)
where T : struct, IEquatable<T>, IFormattable
{
switch (type)
{
case VectorStorageType.DenseVector:
return DenseVectorStorage<T>.OfEnumerable(data);
case VectorStorageType.SparseVector:
return SparseVectorStorage<T>.OfEnumerable(data);
default:
throw new NotSupportedException();
}
}
public static VectorStorage<T> VectorStorage<T>(VectorStorageType type, int length)
where T : struct, IEquatable<T>, IFormattable
{
switch (type)
{
case VectorStorageType.DenseVector:
return new DenseVectorStorage<T>(length);
case VectorStorageType.SparseVector:
return new SparseVectorStorage<T>(length);
default:
throw new NotSupportedException();
}
}
}
}

140
src/UnitTests/LinearAlgebraTests/VectorStorageCombinatorsTests.cs
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@ -0,0 +1,140 @@
// <copyright file="VectorStorageCombinatorsTests.cs" company="Math.NET">
// Math.NET Numerics, part of the Math.NET Project
// http://numerics.mathdotnet.com
// http://github.com/mathnet/mathnet-numerics
// http://mathnetnumerics.codeplex.com
//
// Copyright (c) 2009-2014 Math.NET
//
// Permission is hereby granted, free of charge, to any person
// obtaining a copy of this software and associated documentation
// files (the "Software"), to deal in the Software without
// restriction, including without limitation the rights to use,
// copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the
// Software is furnished to do so, subject to the following
// conditions:
//
// The above copyright notice and this permission notice shall be
// included in all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
// OTHER DEALINGS IN THE SOFTWARE.
// </copyright>
using System.Threading;
using MathNet.Numerics.LinearAlgebra;
using MathNet.Numerics.LinearAlgebra.Storage;
using NUnit.Framework;
namespace MathNet.Numerics.UnitTests.LinearAlgebraTests
{
[TestFixture, Category("LA")]
public class VectorStorageCombinatorsTests
{
[Theory]
public void MapToSkipZeros(VectorStorageType aType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0 });
var result = Build.VectorStorage<double>(resultType, 4);
var expected = new DenseVectorStorage<double>(4, new[] { -1.0, -2.0, 0.0, -4.0 });
a.MapTo(result, u => -u, Zeros.AllowSkip);
Assert.That(result.Equals(expected));
}
[Theory]
public void MapToForceIncludeZeros(VectorStorageType aType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0 });
var result = Build.VectorStorage<double>(resultType, 4);
var expected = new DenseVectorStorage<double>(4, new[] { 0.0, -1.0, 1.0, -3.0 });
a.MapTo(result, u => -u + 1.0, Zeros.Include);
Assert.That(result.Equals(expected));
}
[Theory]
public void MapToAutoIncludeZeros(VectorStorageType aType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0 });
var result = Build.VectorStorage<double>(resultType, 4);
var expected = new DenseVectorStorage<double>(4, new[] { 0.0, -1.0, 1.0, -3.0 });
a.MapTo(result, u => -u + 1.0, Zeros.AllowSkip);
Assert.That(result.Equals(expected));
}
[Theory]
public void MapIndexedToSkipZeros(VectorStorageType aType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0 });
var result = Build.VectorStorage<double>(resultType, 4);
var expected = new DenseVectorStorage<double>(4, new[] { -1.0, -2.0, 0.0, -4.0 });
int badValueCount = 0; // one time is OK for zero-check
a.MapIndexedTo(result, (i, u) => { if (a.At(i) != u) Interlocked.Increment(ref badValueCount); return -u; }, Zeros.AllowSkip);
Assert.That(badValueCount, Is.LessThanOrEqualTo(1));
Assert.That(result.Equals(expected));
}
[Theory]
public void MapIndexedToForceIncludeZeros(VectorStorageType aType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0 });
var result = Build.VectorStorage<double>(resultType, 4);
var expected = new DenseVectorStorage<double>(4, new[] { 0.0, -1.0, 1.0, -3.0 });
int badValueCount = 0; // one time is OK for zero-check
a.MapIndexedTo(result, (i, u) => { if (a.At(i) != u) Interlocked.Increment(ref badValueCount); return -u + 1.0; }, Zeros.Include);
Assert.That(badValueCount, Is.LessThanOrEqualTo(1));
Assert.That(result.Equals(expected));
}
[Theory]
public void MapIndexedToAutoIncludeZeros(VectorStorageType aType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0 });
var result = Build.VectorStorage<double>(resultType, 4);
var expected = new DenseVectorStorage<double>(4, new[] { 0.0, -1.0, 1.0, -3.0 });
int badValueCount = 0; // one time is OK for zero-check
a.MapIndexedTo(result, (i, u) => { if (a.At(i) != u) Interlocked.Increment(ref badValueCount); return -u + 1.0; }, Zeros.AllowSkip);
Assert.That(badValueCount, Is.LessThanOrEqualTo(1));
Assert.That(result.Equals(expected));
}
[Theory]
public void Map2ToSkipZeros(VectorStorageType aType, VectorStorageType bType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0, 0.0, 6.0 });
var b = Build.VectorStorage(bType, new[] { 11.0, 12.0, 13.0, 0.0, 0.0, 16.0 });
var result = Build.VectorStorage<double>(resultType, 6);
var expected = new DenseVectorStorage<double>(6, new[] { 12.0, 14.0, 13.0, 4.0, 0.0, 22.0 });
a.Map2To(result, b, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(result.Equals(expected));
}
[Theory]
public void Map2ToForceIncludeZeros(VectorStorageType aType, VectorStorageType bType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0, 0.0, 6.0 });
var b = Build.VectorStorage(bType, new[] { 11.0, 12.0, 13.0, 0.0, 0.0, 16.0 });
var result = Build.VectorStorage<double>(resultType, 6);
var expected = new DenseVectorStorage<double>(6, new[] { 13.0, 15.0, 14.0, 5.0, 1.0, 23.0 });
a.Map2To(result, b, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(result.Equals(expected));
}
[Theory]
public void Map2ToAutoIncludeZeros(VectorStorageType aType, VectorStorageType bType, VectorStorageType resultType)
{
var a = Build.VectorStorage(aType, new[] { 1.0, 2.0, 0.0, 4.0, 0.0, 6.0 });
var b = Build.VectorStorage(bType, new[] { 11.0, 12.0, 13.0, 0.0, 0.0, 16.0 });
var result = Build.VectorStorage<double>(resultType, 6);
var expected = new DenseVectorStorage<double>(6, new[] { 13.0, 15.0, 14.0, 5.0, 1.0, 23.0 });
a.Map2To(result, b, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(result.Equals(expected));
}
}
}

271
src/UnitTests/LinearAlgebraTests/VectorStorageTests.cs
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@ -1,271 +0,0 @@
// <copyright file="VectorStorageTests.cs" company="Math.NET">
// Math.NET Numerics, part of the Math.NET Project
// http://numerics.mathdotnet.com
// http://github.com/mathnet/mathnet-numerics
// http://mathnetnumerics.codeplex.com
//
// Copyright (c) 2009-2014 Math.NET
//
// Permission is hereby granted, free of charge, to any person
// obtaining a copy of this software and associated documentation
// files (the "Software"), to deal in the Software without
// restriction, including without limitation the rights to use,
// copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the
// Software is furnished to do so, subject to the following
// conditions:
//
// The above copyright notice and this permission notice shall be
// included in all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
// OTHER DEALINGS IN THE SOFTWARE.
// </copyright>
using MathNet.Numerics.LinearAlgebra;
using MathNet.Numerics.LinearAlgebra.Storage;
using NUnit.Framework;
namespace MathNet.Numerics.UnitTests.LinearAlgebraTests
{
[TestFixture, Category("LA")]
public class VectorStorageTests
{
[Test]
public void MapToSkipZeros()
{
double[] a = { 1.0, 2.0, 0.0, 4.0 };
var adense = DenseVectorStorage<double>.OfEnumerable(a);
var asparse = SparseVectorStorage<double>.OfEnumerable(a);
var rdense = new DenseVectorStorage<double>(a.Length);
var rsparse = new SparseVectorStorage<double>(a.Length);
var expected = new DenseVectorStorage<double>(4, new[] { -1.0, -2.0, 0.0, -4.0 });
rdense.Clear();
adense.MapTo(rdense, u => -u, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "dense->dense");
rsparse.Clear();
adense.MapTo(rsparse, u => -u, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "dense->sparse");
rdense.Clear();
asparse.MapTo(rdense, u => -u, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "sparse->dense");
rsparse.Clear();
asparse.MapTo(rsparse, u => -u, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "sparse->sparse");
}
[Test]
public void MapToForceIncludeZeros()
{
double[] a = { 1.0, 2.0, 0.0, 4.0 };
var adense = DenseVectorStorage<double>.OfEnumerable(a);
var asparse = SparseVectorStorage<double>.OfEnumerable(a);
var rdense = new DenseVectorStorage<double>(a.Length);
var rsparse = new SparseVectorStorage<double>(a.Length);
var expected = new DenseVectorStorage<double>(4, new[] { 0.0, -1.0, 1.0, -3.0 });
rdense.Clear();
adense.MapTo(rdense, u => -u + 1.0, Zeros.Include);
Assert.That(rdense.Equals(expected), "dense->dense");
rsparse.Clear();
adense.MapTo(rsparse, u => -u + 1.0, Zeros.Include);
Assert.That(rsparse.Equals(expected), "dense->sparse");
rdense.Clear();
asparse.MapTo(rdense, u => -u + 1.0, Zeros.Include);
Assert.That(rdense.Equals(expected), "sparse->dense");
rsparse.Clear();
asparse.MapTo(rsparse, u => -u + 1.0, Zeros.Include);
Assert.That(rsparse.Equals(expected), "sparse->sparse");
}
[Test]
public void MapToAutoIncludeZeros()
{
double[] a = { 1.0, 2.0, 0.0, 4.0 };
var adense = DenseVectorStorage<double>.OfEnumerable(a);
var asparse = SparseVectorStorage<double>.OfEnumerable(a);
var rdense = new DenseVectorStorage<double>(a.Length);
var rsparse = new SparseVectorStorage<double>(a.Length);
var expected = new DenseVectorStorage<double>(4, new[] { 0.0, -1.0, 1.0, -3.0 });
rdense.Clear();
adense.MapTo(rdense, u => -u + 1.0, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "dense->dense");
rsparse.Clear();
adense.MapTo(rsparse, u => -u + 1.0, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "dense->sparse");
rdense.Clear();
asparse.MapTo(rdense, u => -u + 1.0, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "sparse->dense");
rsparse.Clear();
asparse.MapTo(rsparse, u => -u + 1.0, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "sparse->sparse");
}
[Test]
public void Map2ToSkipZeros()
{
double[] a = { 1.0, 2.0, 0.0, 4.0, 0.0, 6.0 };
double[] b = { 11.0, 12.0, 13.0, 0.0, 0.0, 16.0 };
var adense = DenseVectorStorage<double>.OfEnumerable(a);
var asparse = SparseVectorStorage<double>.OfEnumerable(a);
var bdense = DenseVectorStorage<double>.OfEnumerable(b);
var bsparse = SparseVectorStorage<double>.OfEnumerable(b);
var rdense = new DenseVectorStorage<double>(a.Length);
var rsparse = new SparseVectorStorage<double>(a.Length);
var expected = new DenseVectorStorage<double>(6, new[] { 12.0, 14.0, 13.0, 4.0, 0.0, 22.0 });
rdense.Clear();
adense.Map2To(rdense, bdense, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "dense*dense->dense");
rsparse.Clear();
adense.Map2To(rsparse, bdense, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "dense*dense->sparse");
rdense.Clear();
adense.Map2To(rdense, bsparse, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "dense*sparse->dense");
rsparse.Clear();
adense.Map2To(rsparse, bsparse, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "dense*sparse->sparse");
rdense.Clear();
asparse.Map2To(rdense, bdense, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "sparse*dense->dense");
rsparse.Clear();
asparse.Map2To(rsparse, bdense, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "sparse*dense->sparse");
rdense.Clear();
asparse.Map2To(rdense, bsparse, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "sparse*sparse->dense");
rsparse.Clear();
asparse.Map2To(rsparse, bsparse, (u, v) => u + v, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "sparse*sparse->sparse");
}
[Test]
public void Map2ToForceIncludeZeros()
{
double[] a = { 1.0, 2.0, 0.0, 4.0, 0.0, 6.0 };
double[] b = { 11.0, 12.0, 13.0, 0.0, 0.0, 16.0 };
var adense = DenseVectorStorage<double>.OfEnumerable(a);
var asparse = SparseVectorStorage<double>.OfEnumerable(a);
var bdense = DenseVectorStorage<double>.OfEnumerable(b);
var bsparse = SparseVectorStorage<double>.OfEnumerable(b);
var rdense = new DenseVectorStorage<double>(a.Length);
var rsparse = new SparseVectorStorage<double>(a.Length);
var expected = new DenseVectorStorage<double>(6, new[] { 13.0, 15.0, 14.0, 5.0, 1.0, 23.0 });
rdense.Clear();
adense.Map2To(rdense, bdense, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(rdense.Equals(expected), "dense*dense->dense");
rsparse.Clear();
adense.Map2To(rsparse, bdense, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(rsparse.Equals(expected), "dense*dense->sparse");
rdense.Clear();
adense.Map2To(rdense, bsparse, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(rdense.Equals(expected), "dense*sparse->dense");
rsparse.Clear();
adense.Map2To(rsparse, bsparse, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(rsparse.Equals(expected), "dense*sparse->sparse");
rdense.Clear();
asparse.Map2To(rdense, bdense, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(rdense.Equals(expected), "sparse*dense->dense");
rsparse.Clear();
asparse.Map2To(rsparse, bdense, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(rsparse.Equals(expected), "sparse*dense->sparse");
rdense.Clear();
asparse.Map2To(rdense, bsparse, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(rdense.Equals(expected), "sparse*sparse->dense");
rsparse.Clear();
asparse.Map2To(rsparse, bsparse, (u, v) => u + v + 1.0, Zeros.Include);
Assert.That(rsparse.Equals(expected), "sparse*sparse->sparse");
}
[Test]
public void Map2ToAutoIncludeZeros()
{
double[] a = { 1.0, 2.0, 0.0, 4.0, 0.0, 6.0 };
double[] b = { 11.0, 12.0, 13.0, 0.0, 0.0, 16.0 };
var adense = DenseVectorStorage<double>.OfEnumerable(a);
var asparse = SparseVectorStorage<double>.OfEnumerable(a);
var bdense = DenseVectorStorage<double>.OfEnumerable(b);
var bsparse = SparseVectorStorage<double>.OfEnumerable(b);
var rdense = new DenseVectorStorage<double>(a.Length);
var rsparse = new SparseVectorStorage<double>(a.Length);
var expected = new DenseVectorStorage<double>(6, new[] { 13.0, 15.0, 14.0, 5.0, 1.0, 23.0 });
rdense.Clear();
adense.Map2To(rdense, bdense, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "dense*dense->dense");
rsparse.Clear();
adense.Map2To(rsparse, bdense, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "dense*dense->sparse");
rdense.Clear();
adense.Map2To(rdense, bsparse, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "dense*sparse->dense");
rsparse.Clear();
adense.Map2To(rsparse, bsparse, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "dense*sparse->sparse");
rdense.Clear();
asparse.Map2To(rdense, bdense, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "sparse*dense->dense");
rsparse.Clear();
asparse.Map2To(rsparse, bdense, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "sparse*dense->sparse");
rdense.Clear();
asparse.Map2To(rdense, bsparse, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(rdense.Equals(expected), "sparse*sparse->dense");
rsparse.Clear();
asparse.Map2To(rsparse, bsparse, (u, v) => u + v + 1.0, Zeros.AllowSkip);
Assert.That(rsparse.Equals(expected), "sparse*sparse->sparse");
}
}
}

3
src/UnitTests/UnitTests.csproj
View File

@ -152,6 +152,7 @@
<Compile Include="LinearAlgebraProviderTests\Complex\LinearAlgebraProviderTests.cs" />
<Compile Include="LinearAlgebraProviderTests\Double\LinearAlgebraProviderTests.cs" />
<Compile Include="LinearAlgebraProviderTests\Single\LinearAlgebraProviderTests.cs" />
<Compile Include="LinearAlgebraTests\Build.cs" />
<Compile Include="LinearAlgebraTests\Complex32\DenseMatrixTests.cs" />
<Compile Include="LinearAlgebraTests\Complex32\DenseVectorArithmeticTheory.cs" />
<Compile Include="LinearAlgebraTests\Complex32\DenseVectorTests.cs" />
@ -350,7 +351,7 @@
<Compile Include="EuclidTests\GcdRelatedTest.cs" />
<Compile Include="EuclidTests\GcdRelatedTestBigInteger.cs" />
<Compile Include="EuclidTests\IntegerTheoryTest.cs" />
<Compile Include="LinearAlgebraTests\VectorStorageTests.cs" />
<Compile Include="LinearAlgebraTests\VectorStorageCombinatorsTests.cs" />
<Compile Include="Random\SystemRandomSourceTests.cs" />
<Compile Include="RootFindingTests\BisectionTest.cs" />
<Compile Include="PermutationTest.cs" />

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