Particle Swarm Optimisation, with Focus on Environmental Models
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Documentation for package ‘hydroPSO’ version 0.5-1
Help Pages
| hydroPSO-package | A flexible and model-independent Particle Swarm Optimisation (PSO) package for calibration/optimisation of environmental models |
| ackley | Test Functions for Global Optimisation |
| griewank | Test Functions for Global Optimisation |
| hydromod | hydromod - Definition and execution of the model to be calibrated/optimised |
| hydroPSO | Enhanced Particle Swarm Optimisation algorithm |
| hydroPSO2pest | Export hydroPSO input files to PEST |
| lhoat | Latin-Hypercube One-factor-At-a-Time |
| params2ecdf | Parameter Values -> Empirical CDFs |
| params2ecdf.data.frame | Parameter Values -> Empirical CDFs |
| params2ecdf.default | Parameter Values -> Empirical CDFs |
| params2ecdf.matrix | Parameter Values -> Empirical CDFs |
| pest2hydroPSO | Import PEST input files to hydroPSO |
| plot_2parOF | plot_2parOF |
| plot_convergence | Reading/Plotting the values of different parameter sets |
| plot_GofPerParticle | plotParticlesGof |
| plot_NparOF | N 2-dimensional plots of Parameter Values against the Objective Function |
| plot_out | Reading/Plotting the 'Model_out.txt' output file of hydroPSO |
| plot_params | Reading/Plotting the values of different parameter sets |
| plot_params.data.frame | Reading/Plotting the values of different parameter sets |
| plot_params.default | Reading/Plotting the values of different parameter sets |
| plot_params.matrix | Reading/Plotting the values of different parameter sets |
| plot_ParamsPerIter | Plot Parameter Values against the Iteration Number |
| plot_ParamsPerIter.data.frame | Plot Parameter Values against the Iteration Number |
| plot_ParamsPerIter.default | Plot Parameter Values against the Iteration Number |
| plot_ParamsPerIter.matrix | Plot Parameter Values against the Iteration Number |
| plot_particles | Reading/Plotting the 'Particles.txt' output file |
| plot_results | Reading/Plotting all the output files generated by 'hydroPSO' |
| quant2ecdf | Simulated Values -> Empirical CDFs |
| quant2ecdf.data.frame | Simulated Values -> Empirical CDFs |
| quant2ecdf.default | Simulated Values -> Empirical CDFs |
| quant2ecdf.matrix | Simulated Values -> Empirical CDFs |
| rastrigin | Test Functions for Global Optimisation |
| rastrigrin | Test Functions for Global Optimisation |
| read_best | Reading the 'BestParameterSet.txt' output file |
| read_convergence | Reading/Plotting the values of different parameter sets |
| read_GofPerParticle | plotParticlesGof |
| read_out | Reading/Plotting the 'Model_out.txt' output file of hydroPSO |
| read_params | Reading/Plotting the values of different parameter sets |
| read_params.default | Reading/Plotting the values of different parameter sets |
| read_particles | Reading/Plotting the 'Particles.txt' output file |
| read_results | Reading/Plotting all the output files generated by 'hydroPSO' |
| read_velocities | Reading/Plotting the 'Particles.txt' output file |
| rosenbrock | Test Functions for Global Optimisation |
| sackley | Test Functions for Global Optimisation |
| schafferF6 | Test Functions for Global Optimisation |
| schwefel | Test Functions for Global Optimisation |
| sgriewank | Test Functions for Global Optimisation |
| sphere | Test Functions for Global Optimisation |
| srastrigin | Test Functions for Global Optimisation |
| srosenbrock | Test Functions for Global Optimisation |
| sschwefel1_2 | Test Functions for Global Optimisation |
| ssphere | Test Functions for Global Optimisation |
| Trancura9414001 | Hydrometeorological time series for Trancura antes de Llafenco basin |
| verification | verification |
| wquantile | Weighted Quantiles |