Man pages for martinzaefferer/COBBS
Continuous Optimization Benchmarks By Simulation
| COBBS-package | Continuous Optimization Benchmarks By Simulation |
| DEinterface | Minimization by Differential Evolution |
| expectedImprovement | Expected Improvement |
| fit2function | Model Fit to Function |
| gaussianProcessRegression | Build Gaussian Process Regression (GPR) Model |
| generateCOBBS | Generate Benchmark Sets for Continuous Optimization |
| getCorrelationMatrix | Compute Correlation Matrix |
| gprLikelihood | Calculate negative log-likelihood |
| logfill | Fill Logger |
| loggedExperiment | Logged Experimental Runs |
| logger | Function Evaluation Logger |
| normalizeMatrix | Normalize design |
| normalizeMatrix2 | Normalize design 2 |
| plotBenchmarkPerformance | Performance plot |
| plotBenchmarkValidation | Validate Benchmark plot |
| predict.cobbsGPR | Predict GPR Model |
| predictGPRReinterpolation | Predict GPR Model (Re-interpolating) |
| Print Function GPR | |
| repairNonNumeric | Repair Non-numeric Values |
| scale01 | Scaling to [0,1] |
| simulate.cobbsGPR | Gaussian Process Simulation |
| simulateFunction | Simulation-based Function Generator |
| simulationDecompose | Gaussian Process Simulation: Decomposition |
| simulationSpectral | Gaussian Process Simulation: Spectral Method |
