metaheur (0.2.0)

0 users

Metaheuristic Optimization Framework for Preprocessing Combinations.

http://cran.r-project.org/web/packages/metaheur

Automation of preprocessing often requires computationally costly preprocessing combinations. This package helps to find near-best combinations faster. Metaheuristics supported are taboo search, simulated annealing, reheating and late acceptance. Start conditions include random and grid starts. End conditions include all iteration rounds completed, objective threshold reached and convergence. Metaheuristics, start and end conditions can be hybridized and hyperparameters optimized. Parallel computations are supported. The package is intended to be used with package 'preprocomb' and takes its 'GridClass' object as input.

Maintainer: Markus Vattulainen
Author(s): Markus Vattulainen

License: GPL-2

Uses: doParallel, foreach, ggplot2, preprocomb, reshape2, rpart, testthat, knitr, rmarkdown

Released 12 months ago.


1 previous version

Ratings

Overall:

  (0 votes)

Documentation:

  (0 votes)

Log in to vote.

Reviews

No one has written a review of metaheur yet. Want to be the first? Write one now.


Related packages:(20 best matches, based on common tags.)


Search for metaheur on google, google scholar, r-help, r-devel.

Visit metaheur on R Graphical Manual.