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r-deoptimr

Differential evolution optimization in pure R

This package provides a differential evolution (DE) stochastic algorithms for global optimization of problems with and without constraints. The aim is to curate a collection of its state-of-the-art variants that

  1. do not sacrifice simplicity of design,

  2. are essentially tuning-free, and

  3. can be efficiently implemented directly in the R language.

Installation

Install the latest version of r-deoptimr as follows:

guix install r-deoptimr

Or install a particular version:

guix install r-deoptimr@1.1-4

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.

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