Driver Reference

Warning

This interface documentation describes a deprecated version of the Analysis and Optimization Toolkit in JCMsuite. It has been superseded by JCMoptimizer and is retained solely for reference in legacy projects.

For all new simulation and optimization projects, use JCMOptimizer instead. The corresponding documentation is available here.

Driver	Purpose
BayesOptimization	Minimize an expensive objective function with Bayesian Optimization.
L_BFGS_B_Optimization	Run a local gradient-based minimization using L-BFGS-B.
SimplexOptimization	Run a local derivative-free minimization using the Downhill simplex algorithm (aka Nelder-Mead).
DifferentialEvolutionOptimization	Run a global minimization using differential evolution.
BayesLeastSquare	Run a least-square minimization using Bayesian optimization.
PCELeastSquare	Run a global uncertainty quantification of a least-square problem using a polynomial chaos expansion (PCE) of the model functions of a least-square problem.
PCESensitivityAnalysis	Run a sensitivity analysis using a polynomial chaos expansion (PCE) of the objective function.
GaussianProcessRegression	Build up a Gaussian process regression of an objective function by sampling of the parameter space at postitions of maximal uncertainty.
CMA_ES_Optimization	Run a global minimization using the CMA-ES method.