Particle Swarm Optimisation, with Focus on Environmental Models


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Documentation for package ‘hydroPSO’ version 0.5-8

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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