DistributionOptimization
Distribution Optimization
Description
Fits Gaussian Mixtures by applying evolution. As fitness function a mixture of the chi square test for distributions and a novel measure for approximating the common area under curves between multiple Gaussians is used. The package presents an alternative to the commonly used Likelihood Maximization as is used in Expectation Maximization. The algorithm and applications of this package are published under: Lerch, F., Ultsch, A., Lotsch, J. (2020) <doi:10.1038/s41598-020-57432-w>. The evolution is based on the 'GA' package: Scrucca, L. (2013) <doi:10.18637/jss.v053.i04> while the Gaussian Mixture Logic stems from 'AdaptGauss': Ultsch, A, et al. (2015) <doi:10.3390/ijms161025897>.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Florian Lerch <lerch@mathematik.uni-marburg.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Florian",
family = "Lerch",
role = c("aut", "cre"),
email = "lerch@mathematik.uni-marburg.de"),
person(given = "Jorn",
family = "Lotsch",
role = "aut"),
person(given = "Alfred",
family = "Ultsch",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Florian Lerch <lerch@mathematik.uni-marburg.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Florian",
family = "Lerch",
role = c("aut", "cre"),
email = "lerch@mathematik.uni-marburg.de"),
person(given = "Jorn",
family = "Lotsch",
role = "aut"),
person(given = "Alfred",
family = "Ultsch",
role = "aut"))
as necessary.
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Florian Lerch <lerch@mathematik.uni-marburg.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Florian",
family = "Lerch",
role = c("aut", "cre"),
...[truncated]...
),
person(given = "Jorn",
family = "Lotsch",
role = "aut"),
person(given = "Alfred",
family = "Ultsch",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Florian Lerch <lerch@mathematik.uni-marburg.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Florian",
family = "Lerch",
role = c("aut", "cre"),
...[truncated]...
),
person(given = "Jorn",
family = "Lotsch",
role = "aut"),
person(given = "Alfred",
family = "Ultsch",
role = "aut"))
as necessary.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory