public void Graph_UpdateLocalCostFunction_Success()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.InitializeAnts(_optionTwoColors.NumberOfAnts);
graph.ColorVerticesRandomly(_optionTwoColors.NumberOfPartitions);
Vertex vertexWithAnt = graph.MoveAntToAnyAdjacentVertex(0);
int oldColor = vertexWithAnt.Color;
int vertexWithAntID = vertexWithAnt.ID;
Vertex vertexWithNewColor = graph.ColorVertexWithBestColor(0);
Vertex vertexWhichKeepBalance = graph.KeepBalance(_optionTwoColors.NumberOfVerticesForBalance, vertexWithAntID,
oldColor, vertexWithNewColor.Color);
graph.UpdateLocalCostFunction(vertexWhichKeepBalance, vertexWithNewColor);
Assert.AreEqual(0.5, graph.Vertices[0].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[1].LocalCost);
Assert.AreEqual(0.25, graph.Vertices[2].LocalCost);
Assert.AreEqual(0D, graph.Vertices[3].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[4].LocalCost);
Assert.AreEqual(0.75, graph.Vertices[5].LocalCost);
Assert.AreEqual(0, graph.Vertices[6].LocalCost);
}
public void Graph_BestLocalCostFunction_Success()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.InitializeAnts(_optionTwoColors.NumberOfAnts);
graph.ColorVerticesRandomly(_optionTwoColors.NumberOfPartitions);
graph.Vertices[0].Color = 1;
graph.Vertices[1].Color = 1;
graph.Vertices[2].Color = 1;
graph.Vertices[3].Color = 2;
graph.Vertices[4].Color = 1;
graph.Vertices[5].Color = 2;
graph.Vertices[6].Color = 2;
graph.CalculateLocalCostFunction();
Assert.AreEqual(1D, graph.Vertices[0].LocalCost);
Assert.AreEqual(0.75, graph.Vertices[1].LocalCost);
Assert.AreEqual(0.75, graph.Vertices[2].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[3].LocalCost);
Assert.AreEqual(0.75, graph.Vertices[4].LocalCost);
Assert.AreEqual(0.75, graph.Vertices[5].LocalCost);
Assert.AreEqual(1D, graph.Vertices[6].LocalCost);
}
public void Graph_KeepBalance_EquallyBalanced()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.InitializeAnts(_optionTwoColors.NumberOfAnts);
graph.ColorVerticesRandomly(_optionTwoColors.NumberOfPartitions);
Vertex vertexWithAnt = graph.MoveAntToAnyAdjacentVertex(0);
int oldColor = vertexWithAnt.Color;
int vertexWithAntID = vertexWithAnt.ID;
Vertex newVertex = graph.ColorVertexWithBestColor(0);
graph.KeepBalance(_optionTwoColors.NumberOfVerticesForBalance, vertexWithAntID, oldColor, newVertex.Color);
var numberOfVerticesWithFirstColor = graph.Vertices.Count(vertex => vertex.Color == 1);
var numberOfVerticesWithSecondColor = graph.Vertices.Count(vertex => vertex.Color == 2);
Assert.AreEqual(4, numberOfVerticesWithFirstColor);
Assert.AreEqual(3, numberOfVerticesWithSecondColor);
}
public void Graph_KeepBalance_CorrectlyColored()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.InitializeAnts(_optionTwoColors.NumberOfAnts);
graph.ColorVerticesRandomly(_optionTwoColors.NumberOfPartitions);
Vertex vertexWithAnt = graph.MoveAntToAnyAdjacentVertex(0);
int oldColor = vertexWithAnt.Color;
int vertexWithAntID = vertexWithAnt.ID;
Vertex newVertex = graph.ColorVertexWithBestColor(0);
graph.KeepBalance(_optionTwoColors.NumberOfVerticesForBalance, vertexWithAntID, oldColor, newVertex.Color);
Assert.AreEqual(2, graph.Vertices[0].Color);
Assert.AreEqual(1, graph.Vertices[1].Color);
Assert.AreEqual(2, graph.Vertices[2].Color);
Assert.AreEqual(1, graph.Vertices[3].Color);
Assert.AreEqual(1, graph.Vertices[4].Color);
Assert.AreEqual(1, graph.Vertices[5].Color);
Assert.AreEqual(2, graph.Vertices[6].Color);
}
public void Graph_ChnageVertexColorWithRandomColor_Success()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.InitializeAnts(_optionTwoColors.NumberOfAnts);
graph.ColorVerticesRandomly(_optionTwoColors.NumberOfPartitions);
graph.ColorVertexWithRandomColor(0, _optionTwoColors.NumberOfPartitions);
Assert.AreEqual(1, graph.Vertices[graph.Ants[0]].Color);
graph.ColorVertexWithRandomColor(1, _optionTwoColors.NumberOfPartitions);
Assert.AreEqual(1, graph.Vertices[graph.Ants[1]].Color);
}
public void Graph_MoveAntToAnyAdjacentVertex_Success()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.InitializeAnts(_optionTwoColors.NumberOfAnts);
graph.ColorVerticesRandomly(_optionTwoColors.NumberOfPartitions);
graph.CalculateLocalCostFunction();
graph.MoveAntToAnyAdjacentVertex(0);
Assert.AreEqual(4, graph.Vertices[graph.Ants[0]].ID);
graph.MoveAntToAnyAdjacentVertex(1);
Assert.AreEqual(5, graph.Vertices[graph.Ants[1]].ID);
}
public void MetisGraph_FirstIteration_Success()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.InitializeAnts(_optionTwoColors.NumberOfAnts);
graph.ColorVerticesRandomly(_optionTwoColors.NumberOfPartitions);
graph.CalculateLocalCostFunction();
// First ant.
Vertex vertexWithFirstAnt = graph.MoveAntToVertexWithLowestCost(0);
int oldColorFirstAnt = vertexWithFirstAnt.Color;
int vertexWithAntIDFirstAnt = vertexWithFirstAnt.ID;
Vertex vertexWithNewColorFirstAnt = graph.ColorVertexWithBestColor(0);
Vertex vertexWhichKeepBalanceFirstAnt = graph.KeepBalance(_optionTwoColors.NumberOfVerticesForBalance,
vertexWithAntIDFirstAnt, oldColorFirstAnt, vertexWithNewColorFirstAnt.Color);
graph.UpdateLocalCostFunction(vertexWhichKeepBalanceFirstAnt, vertexWithNewColorFirstAnt);
// Second ant.
Vertex vertexWithSecondAnt = graph.MoveAntToVertexWithLowestCost(1);
int oldColorSecondAnt = vertexWithSecondAnt.Color;
int vertexWithAntIDSecondAnt = vertexWithSecondAnt.ID;
Vertex vertexWithNewColorSecondAnt = graph.ColorVertexWithBestColor(1);
Vertex vertexWhichKeepBalanceSecondAnt = graph.KeepBalance(_optionTwoColors.NumberOfVerticesForBalance,
vertexWithAntIDSecondAnt, oldColorSecondAnt, vertexWithNewColorSecondAnt.Color);
graph.UpdateLocalCostFunction(vertexWhichKeepBalanceSecondAnt, vertexWithNewColorSecondAnt);
Assert.AreEqual(3 / 4D, graph.Vertices[0].LocalCost);
Assert.AreEqual(1D, graph.Vertices[1].LocalCost);
Assert.AreEqual(3 / 4D, graph.Vertices[2].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[3].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[4].LocalCost);
Assert.AreEqual(3 / 4D, graph.Vertices[5].LocalCost);
Assert.AreEqual(3 / 4D, graph.Vertices[6].LocalCost);
}
public void Graph_GlobalCostFunction_OneColor()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.ColorVerticesRandomly(_optionOneColors.NumberOfPartitions);
var globalCost = graph.GetGlobalCostFunction();
Assert.AreEqual(0, globalCost);
}
public void Graph_RandomColorEachVertex_ThreeColors()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.ColorVerticesRandomly(_optionThreeColors.NumberOfPartitions);
Assert.AreEqual(1, graph.Vertices[0].Color);
Assert.AreEqual(1, graph.Vertices[1].Color);
Assert.AreEqual(3, graph.Vertices[2].Color);
Assert.AreEqual(2, graph.Vertices[3].Color);
Assert.AreEqual(1, graph.Vertices[4].Color);
Assert.AreEqual(3, graph.Vertices[5].Color);
Assert.AreEqual(2, graph.Vertices[6].Color);
}
public void Graph_AntOneFullRun()
{
var loaderMock = new Mock <IDataLoader>();
loaderMock.Setup(m => m.LoadData()).Returns(_dummyFile);
var randomMock = new StubRandom()
{
NextInt32Int32 = (a, b) => 1
};
var graph = new MetisGraph(loaderMock.Object, randomMock);
graph.InitializeGraph();
graph.InitializeAnts(_optionTwoColors.NumberOfAnts);
graph.ColorVerticesRandomly(_optionTwoColors.NumberOfPartitions);
graph.CalculateLocalCostFunction();
Assert.AreEqual(1 / 2D, graph.Vertices[0].LocalCost);
Assert.AreEqual(3 / 4D, graph.Vertices[1].LocalCost);
Assert.AreEqual(1 / 4D, graph.Vertices[2].LocalCost);
Assert.AreEqual(1 / 2D, graph.Vertices[3].LocalCost);
Assert.AreEqual(1 / 2D, graph.Vertices[4].LocalCost);
Assert.AreEqual(1 / 2D, graph.Vertices[5].LocalCost);
Assert.AreEqual(1 / 2D, graph.Vertices[6].LocalCost);
var globalCost = graph.GetGlobalCostFunction();
Assert.AreEqual(7, globalCost);
Vertex vertexWithAnt = graph.MoveAntToVertexWithLowestCost(0);
Assert.AreEqual(2, vertexWithAnt.ID);
int oldColor = vertexWithAnt.Color;
int vertexWithAntID = vertexWithAnt.ID;
Vertex vertexWithNewColor = graph.ColorVertexWithBestColor(0);
Assert.AreEqual(1, vertexWithNewColor.Color);
Vertex vertexWhichKeepBalance = graph.KeepBalance(_optionTwoColors.NumberOfVerticesForBalance, vertexWithAntID, oldColor, vertexWithNewColor.Color);
Assert.AreEqual(2, graph.Vertices[0].Color);
Assert.AreEqual(1, graph.Vertices[1].Color);
Assert.AreEqual(1, graph.Vertices[2].Color);
Assert.AreEqual(1, graph.Vertices[3].Color);
Assert.AreEqual(2, graph.Vertices[4].Color);
Assert.AreEqual(1, graph.Vertices[5].Color);
Assert.AreEqual(2, graph.Vertices[6].Color);
graph.UpdateLocalCostFunction(vertexWhichKeepBalance, vertexWithNewColor);
Assert.AreEqual(0.5, graph.Vertices[0].LocalCost);
Assert.AreEqual(0.75, graph.Vertices[1].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[2].LocalCost);
Assert.AreEqual(0.75, graph.Vertices[3].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[4].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[5].LocalCost);
Assert.AreEqual(0.5, graph.Vertices[6].LocalCost);
var globalCostAfterMove = graph.GetGlobalCostFunction();
Assert.AreEqual(6, globalCostAfterMove);
}