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kofnGA (version 1.3)

A Genetic Algorithm for Fixed-Size Subset Selection

Description

Provides a function that uses a genetic algorithm to search for a subset of size k from the integers 1:n, such that a user-supplied objective function is minimized at that subset. The selection step is done by tournament selection based on ranks, and elitism may be used to retain a portion of the best solutions from one generation to the next. Population objective function values may optionally be evaluated in parallel.

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Version

Install

install.packages('kofnGA')

Monthly Downloads

330

Version

1.3

License

GPL-2

Maintainer

Mark A Wolters

Last Published

November 2nd, 2018

Functions in kofnGA (1.3)

print.summary.GAsearch

plot.GAsearch

kofnGA-package

kofnGA: A genetic algorithm for selection of fixed-size subsets.
print.GAsearch

summary.GAsearch

kofnGA

Search for the best subset of size k from n choices.