Man pages for mbinois/GPareto
Gaussian Processes for Pareto Front Estimation and Optimization
| checkPredict | Prevention of numerical instability for a new observation |
| CPF | Conditional Pareto Front simulations |
| crit_EHI | Expected Hypervolume Improvement with m objectives |
| crit_EMI | Expected Maximin Improvement with m objectives |
| crit_optimizer | Maximization of multiobjective infill criterion |
| crit_qEHI | Batch Expected Hypervolume Improvement with m objectives |
| crit_SMS | Analytical expression of the SMS-EGO criterion with m>1... |
| crit_SUR | Analytical expression of the SUR criterion for two or three... |
| easyGParetoptim | EGO algorithm for multiobjective optimization |
| fastfun | Fast-to-evaluate function wrapper |
| fastfun-class | Class for fast to compute objective. |
| getDesign | Get design corresponding to an objective target |
| GPareto-package | Package GPareto |
| GParetoptim | Sequential multi-objective Expected Improvement maximization... |
| integration_design_optim | Function to build integration points (for the SUR criterion) |
| nonDomSet | Non-dominated points with respect to a reference |
| ParetoSetDensity | Estimation of Pareto set density |
| plotGPareto | Plot multi-objective optimization results and post-processing |
| plotParetoEmp | Pareto front visualization |
| plotParetoGrid | Visualisation of Pareto front and set |
| plotSymDevFun | Display the Symmetric Deviation Function |
| plotSymDifRNP | Symmetrical difference of RNP sets |
| plot_uncertainty | Plot uncertainty |
| predict_kms | Predict function for list of 'km' models. |
| TestFunctions | Test functions of x |
