spsann: Optimization of Sample Configurations using Spatial Simulated Annealing

Share:

Methods to optimize spatial sample configurations using spatial simulated annealing. Multiple objective functions are implemented for various purposes, such as variogram estimation, spatial trend estimation, and spatial interpolation. A general purpose spatial simulated annealing function enables the user to define his/her own objective function.

Author
Alessandro Samuel-Rosa [aut, cre], Lucia Helena Cunha dos Anjos [ths], Gustavo de Mattos Vasques [ths], Gerard B M Heuvelink [ths], Edzer Pebesma [ctb], Jon Skoien [ctb], Joshua French [ctb], Pierre Roudier [ctb], Dick Brus [ctb], Murray Lark [ctb]
Date of publication
2016-03-15 06:33:00
Maintainer
Alessandro Samuel-Rosa <alessandrosamuelrosa@gmail.com>
License
GPL (>= 2)
Version
2.0-0

View on CRAN

Man pages

minmaxPareto
Pareto minimum and maximum values
optimACDC
Optimization of sample configurations for spatial trend...
optimCLHS
Optimization of sample configurations for spatial trend...
optimCORR
Optimization of sample configurations for spatial trend...
optimDIST
Optimization of sample configurations for spatial trend...
optimMKV
Optimization of sample configurations for spatial...
optimMSSD
Optimization of sample configurations for spatial...
optimPPL
Optimization of sample configurations for variogram...
optimSPAN
Optimization of sample configurations for variogram and...
optimUSER
Optimization of sample configurations using a user-defined...
plot-method
Plot an optimized sample configuration
scheduleSPSANN
'spsann' annealing schedule
spJitter
Random perturbation of spatial points
spsann-package
The spsann Package
SPSANNtools
Auxiliary tools

Files in this package

spsann
spsann/inst
spsann/inst/doc
spsann/inst/doc/spsann.R
spsann/inst/doc/spsann.Rnw
spsann/inst/doc/spsann.pdf
spsann/src
spsann/src/spJitterCpp.cpp
spsann/src/updatePPLCpp.cpp
spsann/src/calcMSSDCpp.cpp
spsann/src/RcppExports.cpp
spsann/src/updateMSSDCpp.cpp
spsann/NAMESPACE
spsann/NEWS.md
spsann/R
spsann/R/prepare-acdc-covars.R
spsann/R/minmaxPareto.R
spsann/R/optimSPAN.R
spsann/R/optimMSSD.R
spsann/R/optimUSER.R
spsann/R/spsann.R
spsann/R/prepare-points.R
spsann/R/optimDIST.R
spsann/R/prepare-output.R
spsann/R/RcppExports.R
spsann/R/plot-and-jitter.R
spsann/R/plotting-options.R
spsann/R/set-progress.R
spsann/R/ZZZ.R
spsann/R/optimCLHS.R
spsann/R/optimMKV.R
spsann/R/optimCORR.R
spsann/R/SPSANNtools.R
spsann/R/plot-method.R
spsann/R/optimPPL.R
spsann/R/update-progress.R
spsann/R/scheduleSPSANN.R
spsann/R/prepare-jittering.R
spsann/R/check-spsann-arguments.R
spsann/R/spJitter.R
spsann/R/check-first-chain.R
spsann/R/AAA.R
spsann/R/prepare-clhs-covars.R
spsann/R/check-suggests.R
spsann/R/optimACDC.R
spsann/vignettes
spsann/vignettes/spsann.Rnw
spsann/README.md
spsann/MD5
spsann/build
spsann/build/vignette.rds
spsann/DESCRIPTION
spsann/man
spsann/man/spsann-package.Rd
spsann/man/optimPPL.Rd
spsann/man/optimDIST.Rd
spsann/man/optimUSER.Rd
spsann/man/optimSPAN.Rd
spsann/man/optimMKV.Rd
spsann/man/optimMSSD.Rd
spsann/man/plot-method.Rd
spsann/man/minmaxPareto.Rd
spsann/man/SPSANNtools.Rd
spsann/man/optimCORR.Rd
spsann/man/spJitter.Rd
spsann/man/optimCLHS.Rd
spsann/man/optimACDC.Rd
spsann/man/scheduleSPSANN.Rd