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The R package optimParallel provides a parallel version of the gradient-basedoptimization methods of optim(). The main function of the package isoptimParallel(), which has the same usage and output as optim(). UsingoptimParallel() can significantly reduce optimization times. We introduce the Rpackage and illustrate its implementation, which takes advantage of the lexicalscoping mechanism of R.

optimParallel: an R Package Providing Parallel Versions of the Gradient-Based Optimization Methods of optim()