Package: optimflex 0.1.8
optimflex: Derivative-Based Optimization with User-Defined Convergence Criteria
Provides a derivative-based optimization framework that allows users to combine eight convergence criteria. Unlike standard optimization functions, this package includes a built-in mechanism to verify the positive definiteness of the Hessian matrix at the point of convergence. This additional check helps prevent the solver from falsely identifying non-optimal solutions, such as saddle points, as valid minima.
Authors:
optimflex_0.1.8.tar.gz
optimflex_0.1.8.zip(r-4.7)optimflex_0.1.8.zip(r-4.6)optimflex_0.1.8.zip(r-4.5)
optimflex_0.1.8.tgz(r-4.6-any)optimflex_0.1.8.tgz(r-4.5-any)
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optimflex_0.1.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
optimflex/json (API)
| # Install 'optimflex' in R: |
| install.packages('optimflex', repos = c('https://eunscho.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/eunscho/optimflex/issues
Last updated from:4e81d4d171. Checks:7 WARNING, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | WARNING | 121 | ||
| source / vignettes | OK | 184 | ||
| linux-release-x86_64 | WARNING | 114 | ||
| macos-release-arm64 | WARNING | 77 | ||
| macos-oldrel-arm64 | WARNING | 131 | ||
| windows-devel | WARNING | 78 | ||
| windows-release | WARNING | 65 | ||
| windows-oldrel | WARNING | 73 | ||
| wasm-release | OK | 100 |
Exports:bfgsdoglegdouble_doglegfast_gradfast_hessfast_jacgauss_newtonis_pd_fastl_bfgs_blevenberg_marquardtmodified_newtonnewton_raphson
Dependencies:numDeriv
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Broyden-Fletcher-Goldfarb-Shanno (BFGS) Optimization | bfgs |
| Dogleg Trust-Region Optimization | dogleg |
| Double Dogleg Trust-Region Optimization | double_dogleg |
| Fast Numerical Gradient | fast_grad |
| Fast Numerical Hessian | fast_hess |
| Fast Numerical Jacobian | fast_jac |
| Gauss-Newton Optimization | gauss_newton |
| Fast Positive Definiteness Check | is_pd_fast |
| Limited-memory BFGS with Box Constraints (L-BFGS-B) | l_bfgs_b |
| Levenberg-Marquardt Optimization | levenberg_marquardt |
| Modified Newton-Raphson Optimization | modified_newton |
| Pure Newton-Raphson Optimization | newton_raphson |
