Provides functions for implementing the Generalized Bayesian Optimal Phase II (G-BOP2) design using various Particle Swarm Optimization (PSO) algorithms, including: - PSO-Default, based on Kennedy and Eberhart (1995) <doi:10.1109/ICNN.1995.488968>, "Particle Swarm Optimization"; - PSO-Quantum, based on Sun, Xu, and Feng (2004) <doi:10.1109/ICCIS.2004.1460396>, "A Global Search Strategy of Quantum-Behaved Particle Swarm Optimization"; - PSO-Dexp, based on Stehlík et al. (2024) <doi:10.1016/j.asoc.2024.111913>, "A Double Exponential Particle Swarm Optimization with Non-Uniform Variates as Stochastic Tuning and Guaranteed Convergence to a Global Optimum with Sample Applications to Finding Optimal Exact Designs in Biostatistics"; - and PSO-GO.
| Version: | 0.1.4 |
| Depends: | R (≥ 4.1.0) |
| Imports: | tidyr, R6, Rcpp, doParallel, foreach, dplyr, stats, globpso, parallel, utils |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | knitr, rmarkdown, roxygen2, testthat (≥ 3.0.0), R.rsp |
| Published: | 2025-12-22 |
| DOI: | 10.32614/CRAN.package.GBOP2 |
| Author: | Xinying Fang [aut], Wanni Lei [aut, cre], Shouhao Zhou [aut], Ping-Yang Chen [aut], Ray-Bing Chen [aut], Weng Kee Wong [aut], J. Jack Lee [aut] |
| Maintainer: | Wanni Lei <wanni.lei17 at gmail.com> |
| License: | GPL-2 |
| NeedsCompilation: | yes |
| CRAN checks: | GBOP2 results |
| Reference manual: | GBOP2.html , GBOP2.pdf |
| Vignettes: |
GBOP2: Generalized Bayesian Optimal Phase II Design (source) |
| Package source: | GBOP2_0.1.4.tar.gz |
| Windows binaries: | r-devel: GBOP2_0.1.4.zip, r-release: GBOP2_0.1.4.zip, r-oldrel: GBOP2_0.1.4.zip |
| macOS binaries: | r-release (arm64): GBOP2_0.1.4.tgz, r-oldrel (arm64): GBOP2_0.1.4.tgz, r-release (x86_64): GBOP2_0.1.4.tgz, r-oldrel (x86_64): GBOP2_0.1.4.tgz |
| Old sources: | GBOP2 archive |
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