R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
hydroPSO
View on CRAN: Click
here
Download and install hydroPSO package within the R console
Install from CRAN:
install.packages("hydroPSO")
Install from Github:
library("remotes")
install_github("cran/hydroPSO")
Install by package version:
library("remotes")
install_version("hydroPSO", "0.5-1")
Attach the package and use:
library("hydroPSO")
Maintained by
Mauricio Zambrano-Bigiarini
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-04-13
Latest Update: 2020-04-29
Description:
State-of-the-art version of the Particle Swarm Optimisation (PSO) algorithm (SPSO-2011 and SPSO-2007 capable). hydroPSO can be used as a replacement of the 'optim' R function for (global) optimization of non-smooth and non-linear functions. However, the main focus of hydroPSO is the calibration of environmental and other real-world models that need to be executed from the system console. hydroPSO is model-independent, allowing the user to easily interface any computer simulation model with the calibration engine (PSO). hydroPSO communicates with the model through the model's own input and output files, without requiring access to the model's source code. Several PSO variants and controlling options are included to fine-tune the performance of the calibration engine to different calibration problems. An advanced sensitivity analysis function together with user-friendly plotting summaries facilitate the interpretation and assessment of the calibration results. hydroPSO is parallel-capable, to alleviate the computational burden of complex models with "long" execution time. Bugs reports/comments/questions are very welcomed (in English, Spanish or Italian). See Zambrano-Bigiarini and Rojas (2013) for more details.
How to cite:
Mauricio Zambrano-Bigiarini (2012). hydroPSO: Particle Swarm Optimisation, with Focus on Environmental Models. R package version 0.5-1, https://cran.r-project.org/web/packages/hydroPSO. Accessed 21 Dec. 2024.
Previous versions and publish date:
0.1-54-1 (2012-04-13 13:03), 0.1-55 (2012-05-11 15:08), 0.1-56 (2012-06-14 17:13), 0.1-57 (2012-06-29 12:46), 0.1-58 (2012-09-14 18:48), 0.2-0 (2012-11-29 19:26), 0.3-0 (2012-12-20 09:27), 0.3-1-1 (2013-05-10 16:38), 0.3-2 (2013-05-29 07:48), 0.3-3 (2013-06-06 14:05), 0.3-4 (2014-04-13 00:39), 0.4-1 (2018-06-12 22:29), 0.5-0 (2020-03-18 09:40), 0.5-1 (2020-04-29 07:10)
Other packages that cited hydroPSO R package
View hydroPSO citation profile
Other R packages that hydroPSO depends,
imports, suggests or enhances
Functions, R codes and Examples using
the hydroPSO R package
Some associated functions: ReadPlot_GofPerParticle . ReadPlot_convergence . ReadPlot_out . ReadPlot_params . ReadPlot_particles . ReadPlot_results . Trancura9414001 . hydroPSO-internal . hydroPSO-package . hydroPSO . hydroPSO2pest . hydromod . lhoat . params2ecdf . pest2hydroPSO . plot_2parOF . plot_NparOF . plot_ParamsPerIter . quant2ecdf . read_best . test_functions . verification . wquantile .
Some associated R codes: ModifyInputFile.R . PSO_v2013.R . ParameterValues2InputFiles.R . hydroPSO2pest.R . hydromod.R . lhoat.R . params2ecdf.R . pest2hydroPSO.R . plot_2parOF.R . plot_GofPerParticle.R . plot_NparOF.R . plot_ParamsPerIter.R . plot_convergence.R . plot_out.R . plot_params.R . plot_particles.R . plot_results.R . quant2ecdf.R . read.ParameterRanges.R . read.paramfile.R . read_GofPerParticle.R . read_best.R . read_convergence.R . read_out.R . read_params.R . read_particles.R . read_results.R . read_velocities.R . test_functions.R . verification.R . wquantile.R . zl.R . Full hydroPSO package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
CIFsmry
Estimate of cumulative incidence function in two samples. Provide weighted summary statistics based ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jianing Li (view profile)
batteryreduction
Battery reduction is a method used in data reduction. It uses Gram-Schmidt orthogonal rotations to f ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Chunqiao Luo (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
SEIRfansy
Extended Susceptible-Exposed-Infected-Recovery Model for
handling high false negative rate and symp ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Kleinsasser (view profile)
condGEE
Solves for the mean parameters, the variance parameter, and their asymptotic variance in a condition ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Clement (view profile)
helda
The main focus is on preprocessing and data visualization of machine learning models performances.So ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Simon Corde (view profile)