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DESCRIPTION
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Package: ROptimus
Title: A Parallel General-Purpose Adaptive Optimisation Engine
Version: 3.0.0
Authors@R: c(
person("Nicholas Andre G.", "Johnson", email = "nagj@mit.edu", role = "aut"),
person("Liezel", "Tamon", email = "lizheltamon@gmail.com", role = "aut"),
person("Xin", "Liu", email = "xin.liu.bio@gmail.com", role = "aut"),
person("Aleksandr B.", "Sahakyan", email = "sahakyanlab@cantab.net", role = c("aut", "cre")))
Description: A general-purpose optimisation engine that supports
i) Monte Carlo optimisation with Metropolis criterion [Metropolis et al. (1953) <doi:10.1063/1.1699114>, Hastings (1970) <doi:10.1093/biomet/57.1.97>]
and Acceptance Ratio Simulated Annealing [Kirkpatrick et al. (1983) <doi:10.1126/science.220.4598.671>, Černý (1985) <doi:10.1007/BF00940812>]
on multiple cores, and ii) Acceptance Ratio Replica Exchange Monte
Carlo Optimisation. In each case, the system pseudo-temperature is
dynamically adjusted such that the observed acceptance ratio is kept
near to the desired (fixed or changing) acceptance ratio.
License: GPL (>= 3)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Imports:
doParallel (>= 1.0.11),
foreach (>= 1.4.4),
iterators (>= 1.0.9),
parallel (>= 3.4.2)
Depends:
R (>= 3.1.0)
LazyData: true
URL: https://github.com/SahakyanLab/ROptimus
NeedsCompilation: no