DEoptimR

Differential Evolution Optimization in Pure R

CRAN Package

Differential Evolution (DE) stochastic heuristic algorithms for global optimization of problems with and without general constraints. The aim is to curate a collection of its 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. Currently, it provides implementations of the algorithms 'jDE' by Brest et al. (2006) doi:10.1109/TEVC.2006.872133 for single-objective optimization and 'NCDE' by Qu et al. (2012) doi:10.1109/TEVC.2011.2161873 for multimodal optimization (single-objective problems with multiple solutions).


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Insights

Last 30 days

This package has been downloaded 90,019 times in the last 30 days. This work is reaching a lot of screens. A significant achievement indeed! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3,166 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
3,166 downloadsFeb 13, 2025
2,698 downloadsFeb 14, 2025
1,478 downloadsFeb 15, 2025
1,760 downloadsFeb 16, 2025
3,400 downloadsFeb 17, 2025
3,460 downloadsFeb 18, 2025
3,572 downloadsFeb 19, 2025
3,494 downloadsFeb 20, 2025
2,986 downloadsFeb 21, 2025
1,637 downloadsFeb 22, 2025
2,080 downloadsFeb 23, 2025
3,677 downloadsFeb 24, 2025
3,703 downloadsFeb 25, 2025
3,693 downloadsFeb 26, 2025
3,434 downloadsFeb 27, 2025
2,621 downloadsFeb 28, 2025
1,455 downloadsMar 1, 2025
1,774 downloadsMar 2, 2025
3,681 downloadsMar 3, 2025
3,711 downloadsMar 4, 2025
3,719 downloadsMar 5, 2025
3,813 downloadsMar 6, 2025
3,168 downloadsMar 7, 2025
1,855 downloadsMar 8, 2025
1,905 downloadsMar 9, 2025
3,718 downloadsMar 10, 2025
4,078 downloadsMar 11, 2025
3,629 downloadsMar 12, 2025
3,488 downloadsMar 13, 2025
3,166 downloadsMar 14, 2025
0 downloadsMar 15, 2025
1,455
4,078

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 834,056 times in the last 365 days. The kind of popularity that makes other researchers envious. Truly impressive! The day with the most downloads was Dec 17, 2024 with 7,960 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Enhances1 package
  • Reverse Depends1 package
  • Reverse Imports4 packages
  • Reverse Suggests3 packages