/// <summary>
/// Look up the region that match point. It uses the Gradient Descendent Method.
/// </summary>
/// <param name="point">
/// point that will be checked
/// A <see cref="System.Double[]"/>
/// </param>
/// <returns>
/// Region that contains point.
/// A <see cref="Region"/>
/// </returns>
public IVoronoiRegion GetMatchingRegion(double[] point)
{
if (point == null || point.Length != ProblemDimensionality)
{
throw new ArgumentException("point added null or has invalid dimensionality");
}
/*This will be a very first approach as a not very efficent algorithm */
if (!VoronoiRegions.Any())
{
return(null);
}
else
{
/*candidate region */
IVoronoiRegion r = VoronoiRegions.First();
bool matchAllConstraints = false;
while (!matchAllConstraints)
{
matchAllConstraints = true;
foreach (var regionFacet in r.Facets)
{
if (!regionFacet.semiHyperSpaceMatch(point))
{
r = regionFacet.External.VoronoiHyperRegion;
matchAllConstraints = false;
break;
}
}
}
return(r);
}
}
public void BasicVoronoiAddOne_RegionBasicFunctionality()
{
IVoronoiDelunayGraph gdv = createNewVoronoiDiagram(4);
IVoronoiRegion reg = gdv.AddNewPoint(new double[] { 10, 3, 45, 2 });
Assert.IsTrue(reg.ContainsPoint(new double[] { 1, 2, 3, 4 }));
CheckGeneralDiagramCoherence(gdv);
}
public void BasicVoronoiAddTwo_BasicFunctionality()
{
IVoronoiDelunayGraph gdv = createNewVoronoiDiagram(4);
IVoronoiRegion reg = gdv.AddNewPoint(new double[] { 10, 3, 45, 2 });
IVoronoiRegion regB = gdv.AddNewPoint(new double[] { 10, 50, 45, 50 });
double[] testingPoint = new double[] { 10, 4, 43, 0 };
Assert.IsTrue(reg.ContainsPoint(testingPoint));
Assert.IsFalse(regB.ContainsPoint(testingPoint));
Assert.AreEqual(gdv.GetMatchingRegion(testingPoint), reg);
CheckGeneralDiagramCoherence(gdv);
}
public void BasicVoronoiAddOne()
{
IVoronoiDelunayGraph gdv = createNewVoronoiDiagram(4);
IVoronoiRegion reg = gdv.AddNewPoint(new double[] { 10, 3, 45, 2 });
Assert.AreEqual(gdv.VoronoiRegions.Count(), 1);
Assert.AreEqual(gdv.VoronoiRegions.Single(), reg);
Assert.IsFalse(reg.NeighbourgRegions.Any());
Assert.IsTrue(reg.Nuclei.BelongConvexHull);
CheckGeneralDiagramCoherence(gdv);
}
public void BasicVoronoiAddThree()
{
IVoronoiDelunayGraph gdv = createNewVoronoiDiagram(4);
IVoronoiRegion reg = gdv.AddNewPoint(new double[] { 10, 3, 45, 2 });
IVoronoiRegion regB = gdv.AddNewPoint(new double[] { 10, 50, 45, 50 });
IVoronoiRegion regC = gdv.AddNewPoint(new double[] { 10, 50, -45, -1 });
Assert.AreEqual(gdv.VoronoiRegions.Count(), 3);
Assert.AreEqual(gdv.Simplices.Count(s => s.Rank == 2), 1);
Assert.IsTrue(gdv.Simplices.Single().Facets.All(f => f.semiHyperSpaceMatch(gdv.Simplices.Single().VoronoiVertex.Coordinates)));
Assert.IsTrue(!gdv.Simplices.Any(s => s.Rank > 2));
Assert.IsTrue(gdv.VoronoiRegions.Contains(reg));
Assert.IsTrue(gdv.VoronoiRegions.Contains(regB));
Assert.IsTrue(gdv.VoronoiRegions.Contains(regC));
Assert.AreEqual(reg.NeighbourgRegions.Count(), 2);
Assert.IsTrue(reg.IsInfiniteRegion);
Assert.AreEqual(reg.Vertexes.Count(), 3);
Assert.AreEqual(reg.Vertexes.Count(v => v.Infinity), 2);
Assert.AreEqual(reg.Facets.Count(), 2);
Assert.IsTrue(reg.Facets.All(f => f.semiHyperSpaceMatch(reg.Nuclei.Coordinates)));
Assert.AreEqual(regB.NeighbourgRegions.Count(), 2);
Assert.IsTrue(regB.IsInfiniteRegion);
Assert.AreEqual(regB.Vertexes.Count(), 3);
Assert.AreEqual(regB.Vertexes.Count(v => v.Infinity), 2);
Assert.AreEqual(regB.Facets.Count(), 2);
Assert.IsTrue(regB.Facets.All(f => f.semiHyperSpaceMatch(regB.Nuclei.Coordinates)));
Assert.AreEqual(regC.NeighbourgRegions.Count(), 2);
Assert.IsTrue(regC.IsInfiniteRegion);
Assert.AreEqual(regC.Vertexes.Count(), 3);
Assert.AreEqual(regC.Vertexes.Count(v => v.Infinity), 2);
Assert.AreEqual(regC.Facets.Count(), 2);
Assert.IsTrue(regC.Facets.All(f => f.semiHyperSpaceMatch(regC.Nuclei.Coordinates)));
CheckGeneralDiagramCoherence(gdv);
}
public IVoronoiRegion AddNewPoint(object data, double[] newPoint)
{
if (newPoint == null || newPoint.Length != ProblemDimensionality)
{
throw new ArgumentException("point added null or has invalid dimensionality");
}
BowyerNuclei newNuclei = new BowyerNuclei(newPoint);
newNuclei.Data = data;
//SPECIAL CASE FOR FIRST ADD
if (!voronoiVertexes.Any())
{
//no voronoiVertexes
//no simplices
//no regions
BowyerNuclei[] nucleis = new BowyerNuclei[1];
newNuclei = nucleis[0] = new BowyerNuclei(newPoint);
newNuclei.Data = data;
//create a VoronoiVertex in the infinite
var voronoiVertex = new BowyerVoronoiVertex(0, nucleis, new HyperSphereConstraint(newNuclei.Coordinates, double.PositiveInfinity));
this.voronoiVertexes.Add(voronoiVertex);
this.nucleis.Add(newNuclei);
//create a not formed Simplice
return(voronoiVertexes.First().Simplice.Nucleis.First().VoronoiHyperRegion);
}
else
{
//--------------- SITUATION ANALYSIS - READ ONLY--------------
#warning optimizable: not variable list without cast, external auxiliar attribute
List <BowyerVoronoiVertex> affectedVertexes = new List <BowyerVoronoiVertex>();
#warning optimizable: not variable list without cast, external auxiliar attribute
List <BowyerNuclei> affectedNucleis = new List <BowyerNuclei>();
IEnumerable <INuclei> newpointSet = new INuclei[] { newNuclei };
#warning optimizable: cant be this an auxiliar attribute?
var secondaryAffecteVertexes = new List <BowyerSimpliceFacet>();
if (nucleisRank < ProblemDimensionality && Helpers.CalculatePointsRank(Simplices.First().Nucleis.Union(newpointSet)) > nucleisRank)
{
affectedVertexes = this.voronoiVertexes;
nucleisRank++;
foreach (var v in affectedVertexes)
{
v.IsTrash = true;
}
#warning optimize, eliminate the cast and create a nuclei List
affectedNucleis.AddRange(this.Nucleis.Cast <BowyerNuclei>());
}
else
{
IVoronoiRegion r = GetMatchingRegion(newPoint);
// and use r.Vertexes
foreach (BowyerVoronoiVertex v in r.Vertexes)
{
if (v.Simplice.CircumsphereContains(newPoint))
{
if (!affectedVertexes.Contains(v))
{
affectedVertexes.Add(v);
v.IsTrash = true;
foreach (var affectedNuclei in v.simplice.nucleis)
{
if (!affectedNucleis.Contains(affectedNuclei))
{
affectedNucleis.Add(affectedNuclei);
}
}
}
foreach (var vaffected in v.simplice.facets.Where(f => f.External.Infinity).Select(f => (BowyerVoronoiVertex)f.External))
{
if (!affectedVertexes.Contains(vaffected))
{
affectedVertexes.Add(vaffected);
vaffected.IsTrash = true;
}
}
foreach (var otherAffectedFace in v.simplice.facets.Where(f => !f.External.Infinity))
{
if (!affectedVertexes.Contains((BowyerVoronoiVertex)otherAffectedFace.External) && !secondaryAffecteVertexes.Contains(otherAffectedFace))
{
secondaryAffecteVertexes.Add(otherAffectedFace);
}
}
//add also all the infinite vertexes if it or neighbours who contains it
//foreach (var vneigh2 in v.simplice.facets
// .Where(f => !affectedVertexes.Contains((BowyerVoronoiVertex)f.External)
// && (f.External.Infinity
// || f.External.Simplice.CircumsphereContains(newPoint)))
// .Select(f => (BowyerVoronoiVertex)f.External))
//{
// vneigh2.IsTrash = true;
// affectedVertexes.Add(vneigh2);
//}
}
}
}
//if (!affectedVertexes.Any())
//{
// //if no normal simplices contains the new point
// //we will to try it in infinite vertexs of this region
// foreach (BowyerVoronoiVertex v in r.Vertexes.Where(v => v.Infinity))
// if (v.Simplice.CircumsphereContains(newPoint))
// {
// affectedVertexes.Add(v);
// v.IsTrash = true;
// affectedNucleis.AddRange(v.simplice.nucleis);
// //add to affected vertexes also the only neighbour vertex of
// //the current infinite vertex
// BowyerVoronoiVertex vnormal = (BowyerVoronoiVertex)v.simplice.facets.Single().External;
// secondaryAffecteVertexes.Add(vnormal);
// //vnormal.IsTrash = true;
// //affectedVertexes.Add(vnormal);
// ////add also all the infinite vertexes if it or neighbours who contains it
// //foreach (var vneigh2 in vnormal.simplice.facets.Select(f => (BowyerVoronoiVertex)f.External)
// // .Where(v2 => v2 != v && !affectedVertexes.Contains(v2)
// // && (v2.Infinity || v2.simplice.CircumsphereContains(newPoint))))
// //{
// // vneigh2.IsTrash = true;
// // affectedVertexes.Add(vneigh2);
// //}
// }
// }
// }
#if DEBUG
Debug.Print(string.Format("{0} ||| adding new point. Affected vertexes: {1}. Secondary Affected vertexes: {2}", this.ToString(), affectedVertexes.Count, secondaryAffecteVertexes.Count));
if (!affectedVertexes.Any())
{
throw new ArgumentException("this case is not possible and has not been contemplated");
}
if (affectedVertexes.Distinct().Count() != affectedVertexes.Count)
{
throw new ArgumentException("Incoherence in the algorithm");
}
if (affectedNucleis.Distinct().Count() != affectedNucleis.Count)
{
throw new ArgumentException("Incoherence in the algorithm");
}
if (secondaryAffecteVertexes.Distinct().Count() != secondaryAffecteVertexes.Count)
{
throw new ArgumentException("Incoherence in the algorithm");
}
#endif
//if any candidate vertex sismplice has the maxium dimensionality, the postgenerated tesellation will also have this maxium dimensionality
//if (affectedVertexes.First().Simplice.Dimensionality == ProblemDimensionality)
// nucleisRank = ProblemDimensionality;
//else
// nucleisRank = Helpers.CalculatePointsRank(affectedNucleisArray);
//--------------------- CLEARING EXISTING DATA --------------------------------------
foreach (var f in secondaryAffecteVertexes)
{
((BowyerVoronoiVertex)f.Owner).RemoveNeighbour(f);
}
//Removing affected voronoi vertexes
//Removing affected voronoi facets in nucleis
foreach (var v in affectedVertexes)
{
v.Dispose();
}
//Removing affected simplices
voronoiVertexes.RemoveAll(v => v.IsTrash);
#if DEBUG
if (secondaryAffecteVertexes.Any(f => f.FullyInitialized))
{
throw new NotSupportedException("Incoherence in the problem");
}
#endif
affectedNucleis.Add(newNuclei);
//--------------------- BUILDING NEW MESH --------------------------------------
//build tesellation and check some neighbourhood with secondary
var generatedVertexes = BuildTesellation(affectedNucleis, secondaryAffecteVertexes, nucleisRank);
this.nucleis.Add(newNuclei);
return(newNuclei.VoronoiHyperRegion);
}
}