private void Swap()
{
this.IsLeafNode = false;
for (int i = 0; i < Params.q; i++)
{
// create node + set save path
Node node = new Node(this, this.path + "node" + (children.Count + 1).ToString() + @"\", this.deltaX * Params.deltaMultiplyReduction, this.deltaY * Params.deltaMultiplyReduction, this.blx * Params.blxMultiplyIncrease, this.bly * Params.blyMultiplyIncrease);
List<ClusterPair> clPairs = this.clusterPairs.Where(cp => cp.CurrentCenter == i).ToList();
// set id of node
node.Id = this.children.Count + 1;
foreach (var item in clPairs)
{
ClusterPair clusterPair = item.GetClone();
node.AddClusterPair(clusterPair);
// set reference to ClusterPair, which node correspond to this ClusterPair
item.CorrespondChild = node;
if (node == null)
{
throw new InvalidOperationException("Node cant be null");
}
}
// set parent to clusters X
node.SetParentToXClusters();
// count covariance patrix mean for probability counting
// node.CountCovarianceMatrixMean();
// set plastic/non plastic
this.UpdatePlasticityOfParents(node);
// add children
this.children.Add(node);
}
}
