Packages for optimization in R

There are many R packages available for various types of optimization, such as optimization, MlBayesOpt, rgenoud, colf, and mize. The following table offers a partial list:

#
Name
Description

1

dtwclust

Time Series Clustering Along with Optimizations for the Dynamic Time Warping Distance

2

CVXR

Disciplined Convex Optimization

3

IROmiss

Imputation Regularized Optimization Algorithm

4

subplex

Unconstrained Optimization using the Subplex Algorithm

5

GPareto

Gaussian Processes for Pareto Front Estimation and Optimization

6

OOR

Optimistic Optimization in R

7

ROI

R Optimization Infrastructure

8

lbreg

Log-Binomial Regression with Constrained Optimization ...

Get Hands-On Data Science with Anaconda now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.