R: mxPenaltySearch

mxPenaltySearch {OpenMx} | R Documentation

## mxPenaltySearch

### Description

Grid search for the best MxPenalty hyperparameters. Uses omxDefaultComputePlan with `penaltySearch=TRUE`. Specifically, wraps mxComputeGradientDescent with mxComputePenaltySearch and passes the model to the backend.

### Usage

    mxPenaltySearch(
      model,
      ...,
      silent = FALSE,
      suppressWarnings = FALSE,
      unsafe = FALSE,
      checkpoint = FALSE,
      useSocket = FALSE,
      onlyFrontend = FALSE,
      beginMessage = !silent
    )

### Arguments

`model` | A MxModel object to be optimized.
`...` | Not used. Forces remaining arguments to be specified by name
`silent` | A boolean indicating whether to print status to terminal.
`suppressWarnings` | A boolean indicating whether to suppress warnings.
`unsafe` | A boolean indicating whether to ignore errors.
`checkpoint` | A boolean indicating whether to periodically write parameter values to a file.
`useSocket` | A boolean indicating whether to periodically write parameter values to a socket.
`onlyFrontend` | A boolean indicating whether to run only front-end model transformations.
`beginMessage` | A boolean indicating whether to print the number of parameters before invoking the backend.

[Package OpenMx version 2.20.6 Index]