public override void Initialize()
{
if (mIsInitialized)
{
return;
}
mIsInitialized = true;
mLayer1 = new HAPMOEALayer <S>(mProblem1, mConfig);
mLayer2 = new HAPMOEALayer <S>(mProblem2, mConfig);
mLayer3 = new HAPMOEALayer <S>(mProblem3, mConfig);
// initialize layer 1
ParetoNode <S> node0 = mLayer1.CreateNode("Node 0");
// initialize layer 2
ParetoNode <S> node1 = mLayer2.CreateNode("Node 1");
ParetoNode <S> node2 = mLayer2.CreateNode("Node 2");
// initialize layer 3
ParetoNode <S> node3 = mLayer3.CreateNode("Node 3");
ParetoNode <S> node4 = mLayer3.CreateNode("Node 4");
ParetoNode <S> node5 = mLayer3.CreateNode("Node 5");
ParetoNode <S> node6 = mLayer3.CreateNode("Node 6");
mLayer1.Link2BottomLayer(mLayer2);
mLayer2.Link2BottomLayer(mLayer3);
mLayer1.Initialize();
mLayer2.Initialize();
mLayer3.Initialize();
}
public override void Initialize()
{
if (mIsInitialized)
{
return;
}
mIsInitialized = true;
int dimension_count = mProblem.GetDimensionCount();
for (int objective_index = 0; objective_index != dimension_count; objective_index++)
{
mEliteDesignVariables[objective_index] = mProblem.GetLowerBound(objective_index) + DistributionModel.GetUniform() * (mProblem.GetUpperBound(objective_index) - mProblem.GetLowerBound(objective_index));
}
int objective_count = mProblem.GetObjectiveCount();
int design_variable_count_per_objective = dimension_count / objective_count;
//Initialize the NashNodes
for (int objective_index = 0; objective_index < objective_count; objective_index++)
{
Dictionary <int, double> ellite_design_variables = new Dictionary <int, double>();
Dictionary <int, int> design_variable_local_mapping = new Dictionary <int, int>();
int starting_design_variable_index = objective_index * design_variable_count_per_objective;
int ending_design_variable_index = (objective_index + 1) * design_variable_count_per_objective;
for (int j = 0; j < dimension_count; ++j)
{
if (j >= starting_design_variable_index && j < ending_design_variable_index)
{
design_variable_local_mapping[j] = j - starting_design_variable_index;
}
else
{
ellite_design_variables[j] = mEliteDesignVariables[j];
}
}
NashNode <S> nash_node = new NashNode <S>(mProblem, mConfig, ellite_design_variables, design_variable_local_mapping, objective_index);
mNashNodes.Add(nash_node);
mNashNodes[objective_index].Initialize();
}
//Initialize the ParetoNode and Fixed Array
mParetoNode = new ParetoNode <S>(mProblem);
mParetoNode.Population.Config.Copy(mConfig);
mParetoNode.Initialize();
}
