Introduction | 1. Specify the ALT design | 2. Set PSO hyperparameters | 3. Specify initial values | 4. Generate the optimal ALT design | 5. Examine the optimization results | Conclusion | References
This package is considered a duplicate. The official version of this package is found at:https://hoanglinh171.r-universe.dev/minimaxALT
Package: minimaxALT 1.0.4
Hoai-Linh Hoang
minimaxALT: Generate Optimal Designs of Accelerated Life Test using PSO-Based Algorithm
A computationally efficient solution for generating optimal experimental designs in Accelerated Life Testing (ALT). Leveraging a Particle Swarm Optimization (PSO)-based hybrid algorithm, the package identifies optimal test plans that minimize estimation variance under specified failure models and stress profiles. For more detailed, see Lee et al. (2025), Optimal Robust Strategies for Accelerated Life Tests and Fatigue Testing of Polymer Composite Materials <doi:10.1214/25-AOAS2075>.
Authors:
minimaxALT_1.0.4.tar.gz
minimaxALT_1.0.4.zip(r-4.7-x86_64)minimaxALT_1.0.4.zip(r-4.7-arm64)minimaxALT_1.0.4.zip(r-4.6-x86_64)minimaxALT_1.0.4.zip(r-4.6-arm64)
minimaxALT_1.0.4.tar.gz(r-4.7-arm64)minimaxALT_1.0.4.tar.gz(r-4.7-x86_64)minimaxALT_1.0.4.tar.gz(r-4.6-arm64)minimaxALT_1.0.4.tar.gz(r-4.6-x86_64)
minimaxALT_1.0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
minimaxALT/json (API)
| # Install 'minimaxALT' in R: |
| install.packages('minimaxALT', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hoanglinh171/minimaxalt/issues
Uses libs:
Last updated from:dc440686e3. Checks:10 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 194 | ||
| linux-devel-x86_64 | OK | 225 | ||
| source / vignettes | OK | 259 | ||
| linux-release-arm64 | OK | 200 | ||
| linux-release-x86_64 | OK | 245 | ||
| windows-devel-arm64 | OK | 320 | ||
| windows-devel-x86_64 | OK | 266 | ||
| windows-release-arm64 | OK | 322 | ||
| windows-release-x86_64 | OK | 252 | ||
| wasm-release | OK | 121 |
Exports:check_optimalityextract_designfind_optimal_altinitialize_valuespso_settingset_design_infoupdate_optimality_check
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerRcppRcppArmadilloRcppGSLrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Check Optimality for Optimal Design | check_optimality |
| Extract Optimal Design | extract_design |
| Find Optimal ALT Design Using Hybrid Algorithm | find_optimal_alt |
| Initialize Particle Swarm Optimization and Nelder-Mead Algorithm Values | initialize_values |
| Plot an OptimalALT Object | plot.OptimalALT |
| Print a DesignInfo Object | print.DesignInfo |
| Print an InitialValue Object | print.InitialValue |
| Print an OptimalALT Object | print.OptimalALT |
| Print an OptimalityCheck Object | print.OptimalityCheck |
| Print a PSOInfo Object | print.PSOInfo |
| Set PSO Optimization Settings | pso_setting |
| Set ALT Design Information | set_design_info |
| Summarize an OptimalALT Object | summary.OptimalALT |
| Update Optimality Check for Optimal Design | update_optimality_check |