void DiscreteModel::plotStepData(size_t iteration, const vectord& xNext,
double yNext)
{
if(mParameters.verbose_level >0)
{
FILE_LOG(logINFO) << "Iteration: " << iteration+1 << " of "
<< mParameters.n_iterations << " | Total samples: "
<< iteration+1+mParameters.n_init_samples ;
FILE_LOG(logINFO) << "Trying point at: " << xNext ;
FILE_LOG(logINFO) << "Current outcome: " << yNext ;
FILE_LOG(logINFO) << "Best found at: " << getPointAtMinimum() ;
FILE_LOG(logINFO) << "Best outcome: " << getValueAtMinimum() ;
}
}
void Dataset::plotData(TLogLevel level)
{
// For logging purpose
FILE_LOG(level) << "Initial points:" ;
for(size_t i = 0; i < mY.size(); i++)
{
FILE_LOG(level) << "X:" << mX[i]
<< "|Y:" << mY(i);
}
const double yPoint = getValueAtMinimum();
const vectord xPoint = getPointAtMinimum();
FILE_LOG(level) << "Best point so far:" ;
FILE_LOG(level) << "X:" << xPoint
<< "|Y:" << yPoint;
} // plotData
vectord DiscreteModel::getFinalResult()
{
return getPointAtMinimum();
}