What is alternating optimization? | How to use the package? | The function call | A simple first example | Using the analytic gradient | Random parameter partitions | More flexibility | Generalized objective functions | Parameter bounds | Custom parameter partition | Stopping criteria | Base optimizer | Multiple processes | References
Package: ao 1.2.3
ao: Alternating Optimization
Implementation of an iterative process that optimizes a function by alternately performing restricted optimization over parameter subsets. Instead of solving one joint optimization problem, alternating optimization breaks it into smaller sub-problems. This approach can make optimization feasible when joint optimization is too difficult.
Authors:
ao_1.2.3.tar.gz
ao_1.2.3.zip(r-4.7-any)ao_1.2.3.zip(r-4.6-any)ao_1.2.3.zip(r-4.5-any)
ao_1.2.3.tgz(r-4.6-any)ao_1.2.3.tgz(r-4.5-any)
ao_1.2.3.tar.gz(r-4.7-any)ao_1.2.3.tar.gz(r-4.6-any)
ao_1.2.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ao/json (API)
| # Install 'ao' in R: |
| install.packages('ao', repos = c('https://loelschlaeger.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/loelschlaeger/ao/issues
Pkgdown/docs site:https://loelschlaeger.de
Last updated from:13152394b9. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 203 | ||
| source / vignettes | OK | 360 | ||
| linux-release | OK | 168 | ||
| macos-release | OK | 136 | ||
| macos-oldrel | OK | 132 | ||
| windows-devel | OK | 113 | ||
| windows-release | OK | 127 | ||
| windows-oldrel | OK | 148 | ||
| wasm-release | OK | 117 |
Exports:ao
Dependencies:askpassbackportsbase64encBBbbmlebdsmatrixbenchmarkmebenchmarkmeDatabootbriobslibcachemcallrcheckmateclicodetoolsContourFunctionscpp11crayoncubaturecurldescdiffobjdigestdoParalleldplyrevaluatefarverfastmapfontawesomeforeachfsfuturefuture.applygenericsGenOrdggplot2globalsglueGPArotationgtablehighrhtmltoolshttrisobanditeratorsjquerylibjsonliteknitrlabelinglatticelbfgsb3clhslifecyclelistenvmagrittrMASSMatrixmemoisemimemnormtmvtnormnleqslvnlmenumDerivoeliopenssloptimizeRotelparallellypillarpkgbuildpkgconfigpkgloadpracmapraiseprocessxprogressrpspsychquadprogR6rappdirsRColorBrewerRcppRcppArmadillorlangrmarkdownrprojrootS7sassscalesSimMultiCorrDatastringistringrsysTestFunctionstestthattibbletidyselecttinytextriangleucminfutf8vctrsVGAMviridisLitewaldowithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Alternating Optimization | ao |
| Generate random partition | generate_random_partition |
| Merge optimization results | merge_results |
| Process Object | Process |
| Split estimate by target | split_by_target |