public ParetoSolver(SolutionSet solutions)
{
_solutions = solutions;
var size = _solutions.GetObjectives().GetUpperBound(0) + 1;
var ocount = _solutions.GetObjectives()[0].Length;
var objectives = _solutions.GetObjectives();
var f1 = new double[size];
var f2 = new double[size];
var f3 = new double[] { };
if (ocount == 3)
{
f3 = new double[size];
}
for (var i = 0; i < size; i++)
{
f1[i] = objectives[i][0];
if (ocount > 1)
{
f2[i] = objectives[i][1];
}
if (ocount > 2)
{
f3[i] = objectives[i][2];
}
}
var f1min = f1.Min();
var f1max = f1.Max();
var f2min = f2.Min();
var f2max = f2.Max();
double f3min = 0;
double f3max = 0;
if (ocount == 3)
{
f3min = f3.Min();
f3max = f3.Max();
}
_f1Scaled = new double[size];
_f2Scaled = new double[size];
_f3Scaled = new double[size];
for (var i = 0; i < size; i++)
{
_f1Scaled[i] = FMScaling.ScaleFromTo(f1min, f1max, 0, 1, f1[i]);
if (ocount > 1)
{
_f2Scaled[i] = FMScaling.ScaleFromTo(f2min, f2max, 0, 1, f2[i]);
}
if (ocount == 3)
{
_f3Scaled[i] = FMScaling.ScaleFromTo(f3min, f3max, 0, 1, f3[i]);
}
}
}
