-
Notifications
You must be signed in to change notification settings - Fork 18
/
Copy pathDESCRIPTION
executable file
·20 lines (20 loc) · 2.26 KB
/
DESCRIPTION
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
Package: hydroPSO
Type: Package
Title: Particle Swarm Optimisation, with Focus on Environmental Models
Version: 0.5-21
Author: Mauricio Zambrano-Bigiarini [aut, cre] (<https://orcid.org/0000-0002-9536-643X>), Rodrigo Rojas [ctb]
Authors@R: c(person("Mauricio", "Zambrano-Bigiarini", email="[email protected]", role=c("aut","cre"), comment=c(ORCID = "0000-0002-9536-643X")), person("Rodrigo", "Rojas", email="[email protected]", role=c("ctb")) )
Maintainer: Mauricio Zambrano-Bigiarini <[email protected]>
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) <doi:10.1016/j.envsoft.2013.01.004> for more details.
License: GPL (>=2)
Depends: R (>= 3.6.0)
Imports: methods, grDevices, graphics, stats, utils, Hmisc, sp, lattice, zoo(>= 1.7-2), grid, lhs, hydroTSM(>= 0.3-6), hydroGOF(>= 0.3-5), parallel, vioplot, scatterplot3d, data.table, pbapply
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
URL: https://github.com/hzambran/hydroPSO
BugReports: https://github.com/hzambran/hydroPSO/issues
LazyLoad: yes
ByteCompile: TRUE
NeedsCompilation: no
Repository: CRAN
Packaged: Sat 30 Nov 19:16:27 -03 2024 ; hzambran