Tools to Support Optimization Possibly with Bounds and Masks

Tools to assist in safely applying user generated objective and derivative function to optimization programs. These are primarily function minimization methods with at most bounds and masks on the parameters. Provides a way to check the basic computation of objective functions that the user provides, along with proposed gradient and Hessian functions, as well as to wrap such functions to avoid failures when inadmissible parameters are provided. Check bounds and masks. Check scaling or optimality conditions. Perform an axial search to seek lower points on the objective function surface. Includes forward, central and backward gradient approximation codes.


Reference manual

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install.packages("optextras")

2019-12.4 by John C Nash, 7 years ago


Browse source code at https://github.com/cran/optextras


Authors: John C Nash [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports numDeriv, utils


See at CRAN