Package: GBOP2
Type: Package
Title: Generalized Bayesian Optimal Phase II Design (G-BOP2)
Version: 0.1.3
Depends: R (>= 4.1.0)
Authors@R: c(person("Xinying", "Fang", role = c("aut")),
             person("Wanni", "Lei", email = "wanni.lei17@gmail.com", role = c("aut", "cre")),
             person("Shouhao", "Zhou", role = c("aut")))
Maintainer: Wanni Lei <wanni.lei17@gmail.com>
Description: 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.
Imports: tidyr, R6, Rcpp, doParallel, foreach, dplyr, stats, globpso,
        parallel, utils, RcppArmadillo
Suggests: knitr, rmarkdown, roxygen2, testthat (>= 3.0.0), R.rsp
LinkingTo: Rcpp, RcppArmadillo, RcppEigen
Config/parallel: false
Config/testthat/edition: 3
VignetteBuilder: R.rsp
License: GPL-2
Encoding: UTF-8
RoxygenNote: 7.3.2
NeedsCompilation: yes
Packaged: 2025-04-22 14:38:06 UTC; wanni
Author: Xinying Fang [aut],
  Wanni Lei [aut, cre],
  Shouhao Zhou [aut]
Repository: CRAN
Date/Publication: 2025-04-22 15:50:07 UTC
Built: R 4.5.0; x86_64-apple-darwin20; 2025-04-22 16:42:25 UTC; unix
Archs: GBOP2.so.dSYM
