Package: minimaxALT 1.0.3
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>, and Hoang (2025), Model-Robust Minimax Design of Accelerated Life Tests via PSO-based Hybrid Algorithm, Master' Thesis, Unpublished.
Authors:
minimaxALT_1.0.3.tar.gz
minimaxALT_1.0.3.tar.gz(r-4.7-arm64)minimaxALT_1.0.3.tar.gz(r-4.7-x86_64)minimaxALT_1.0.3.tar.gz(r-4.6-arm64)minimaxALT_1.0.3.tar.gz(r-4.6-x86_64)
minimaxALT_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
minimaxALT/json (API)
NEWS
| # 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
Last updated from:f73043fa1f. Checks:4 NOTE, 2 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 189 | ||
| linux-devel-x86_64 | NOTE | 184 | ||
| source / vignettes | OK | 187 | ||
| linux-release-arm64 | NOTE | 222 | ||
| linux-release-x86_64 | NOTE | 195 | ||
| wasm-release | OK | 163 |
Exports:check_equivalence_theoremfind_optimal_altinitialize_valuespso_settingset_design_info
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerRcppRcppArmadilloRcppGSLrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Check Equivalence Theorem for Optimal Design | check_equivalence_theorem |
| Find Optimal ALT Design Using Hybrid Algorithm | find_optimal_alt |
| Initialize Particle Swarm Optimization and Nelder-Mead Algorithm Values | initialize_values |
| Set PSO Optimization Settings | pso_setting |
| Set ALT Design Information | set_design_info |
