| Name : R-hydroPSO
| |
| Version : 0.5.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.19.7
| Date : 2024-06-14 12:09:13
|
| Group : Development/Libraries/Other
| Source RPM : R-hydroPSO-0.5.1-lp153.19.7.src.rpm
|
| Size : 0.74 MB
| |
| Packager : (none)
| |
| Summary : Particle Swarm Optimisation, with Focus on Environmental Models
|
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.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
