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hmsr
View on CRAN: Click
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Download and install hmsr package within the R console
Install from CRAN:
install.packages("hmsr")
Install from Github:
library("remotes")
install_github("cran/hmsr")
Install by package version:
library("remotes")
install_version("hmsr", "1.0.1")
Attach the package and use:
library("hmsr")
Maintained by
Wojciech Achtelik
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-10-12
Latest Update: 2023-10-25
Description:
The HMS (Hierarchic Memetic Strategy) is a composite global optimization
strategy consisting of a multi-population evolutionary strategy and some
auxiliary methods. The HMS makes use of a dynamically-evolving data structure
that provides an organization among the component populations. It is a tree
with a fixed maximal height and variable internal node degree. Each component
population is governed by a particular evolutionary engine. This package
provides a simple R implementation with examples of using different genetic
algorithms as the population engines. References: J. Sawicki, M. Los,
M. Smolka, J. Alvarez-Aramberri (2022) .
How to cite:
Wojciech Achtelik (2023). hmsr: Multipopulation Evolutionary Strategy HMS. R package version 1.0.1, https://cran.r-project.org/web/packages/hmsr
Previous versions and publish date:
1.0.0 (2023-10-12 08:10)
Other packages that cited hmsr R package
View hmsr citation profile
Other R packages that hmsr depends,
imports, suggests or enhances
Functions, R codes and Examples using
the hmsr R package
Some associated functions: MetaepochSnapshot-class . default_run_gradient_method . ecr_metaepoch . euclidean_distance . ga_metaepoch . gsc_max_fitness_evaluations . gsc_metaepochs_count . gsc_trivial . hms-class . hms . lsc_max_fitness_evaluations . lsc_metaepochs_without_active_child . lsc_metaepochs_without_improvement . lsc_trivial . manhattan_distance . plot-hms-method . plotActiveDemes-hms-method . plotActiveDemes . plotPopulation-hms-method . plotPopulation . print-hms-method . printBlockedSprouts-hms-method . printBlockedSprouts . printTree-hms-method . printTree . rtnorm_mutation . saveMetaepochsPopulations-hms-method . saveMetaepochsPopulations . sc_max_metric . show-hms-method . summary-hms-method .
Some associated R codes: default_parameters.R . deme.R . ecr_metaepoch.R . ga_metaepoch.R . global_stopping_condition.R . gradient_method.R . hms.R . hms_class.R . local_stopping_condition.R . monitor.R . mutation.R . sprouting_condition.R . start_message.R . utils.R . Full hmsr package functions and examples
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