NOX Parameter Reference Page

All parameters are specified via parameter lists as defined by the Teuchos::ParameterList class.

Here is the basic hierarchical structure of the top level parameter list that is passed to a NOX::Solver::Factory object or the builder method.

Note:

These parameters are valid for the general NOX library. The LAPACK, Epetra, Thyra, and PETSc Group/Vector support objects have their own set of parameters that are documented on each object's doxygen page.

• "Nonlinear Solver" [std::string] - see NOX::Solver::Factory for complete list of options. Valid choices are:
  • "Line Search Based" or "Newton" (NOX::Solver::LineSearchBased) [Default]
  • "Trust Region Based" (NOX::Solver::TrustRegionBased)
  • "Inexact Trust Region Based" (NOX::Solver::InexactTrustRegionBased)
  • "Tensor Based" (NOX::Solver::TensorBased)

• "Direction" [sublist] - used by NOX::Solver derived objects to compute the primary direction associated with the method:
  • "Method" [std::string] - see NOX::Direction::Factory for complete list of options. Valid options are:
    • "Newton" NOX::Direction::Newton
    • "Steepest Descent" NOX::Direction::SteepestDescent
    • "NonlinearCG" NOX::Direction::NonlinearCG
    • "Broyden" NOX::Direction::Broyden
    • "Tensor" PRERELEASE ONLY! NOX::Direction::Tensor
    • "Modified-Newton" PRERELEASE ONLY! NOX::Direction::ModifiedNewton
    • "Quasi-Newton" PRERELEASE ONLY! NOX::Direction::QuasiNewton
    • "User Defined" - see NOX::Direction::Factory for details

  • "User Defined Constructor" [Teuchos::RCP<NOX::Direction::UserDefinedFactory>] - see NOX::Direction::Factory for details.

  • "Newton" [sublist] - used by NOX::Direction::Newton, see class documentation for details.
    • "Forcing Term Method" [std::string]
    • "Forcing Term Initial Tolerance" [double]
    • "Forcing Term Minimum Tolerance" [double]
    • "Forcing Term Maximum Tolerance" [double]
    • "Forcing Term Alpha" [double]
    • "Forcing Term Gamma" [double]
    • "Rescue Bad Newton Solver" [boolean]

    • "Linear Solver" [sublist] - passed to NOX::Abstract::Group::computeNewton() by NOX::Direction::Newton.
      • "Tolerance" [double]

      NOTE: This list will carry any number of linear solver options depending upon the concrete implementation of the linear solver used in the applyJacobianInverse() method of the NOX::Abstract::Group class. For Epetra support, this option list can be found in the NOX::Epetra::LinearSystemAztecOO object.

  • "Steepest Descent" [sublist] - used by NOX::Direction::SteepestDescent, see class documentation for details
    • "Scaling Type" [std::string] Type of scaling to use. Options are:
      • "2-Norm"
      • "Quadratic Model Min"
      • "F 2-Norm"
      • "None"

• "Cauchy Direction" [sublist] - used to specify teh second direction in dogleg trusregions methods. See NOX::Solver::TrustRegionBased and NOX::Solver::InexactTrustRegionBased solvers for mor einformation on how this direction is used. This sublist uses the same options as "Direction" sublist.

• "Line Search" [sublist] - used by NOX::Solver::LineSearchBased solvers to specify the line search algorithm to use.
  • "Method" [std::string] - see NOX::LineSearch::Factory for a detailed list of options. Valid options are:
    • "Full Step" (NOX::LineSearch::FullStep)
    • "Backtrack" (NOX::LineSearch::Backtrack)
    • "Polynomial" (NOX::LineSearch::Polynomial)
    • "More'-Thuente" (NOX::LineSearch::MoreThuente)
    • "User Defined" - see NOX::LineSearch::Factory.

  • "User Defined Constructor" [Teuchos::RCP<NOX::LineSearch::UserDefinedFactory>] - see NOX::LineSearch::Factory for details

  • "Full Step" [sublist] - used by NOX::LineSearch::FullStep, see class documentation for all details
    • "Full Step" [double]

  • "Backtrack" [sublist] - used by NOX::LineSearch::Backtrack, see class documentation for all details.
    • "Minimum Step" [double]
    • "Default Step" [double]
    • "Recovery Step" [double]
    • "Maximum Step" [double]
    • "Max Iters" [int]
    • "Reduction Factor" [double]

  • "Polynomial" [sublist] - used by NOX::LineSearch::MoreThuente, see class documentation for details.
    • "Default Step" [double]
    • "Max Iters" [int]
    • "Minimum Step" [double]
    • "Recovery Step" [double]
    • "Interpolation Type" [std::string] Valid options are:
      • "Quadratic"
      • "Quadratic3"
      • "Cubit"
    • "Min Bounds Factor" [double]
    • "Max Bounds Factor" [double]
    • "Sufficient Decrease Condition" [std::string] Valid options are:
      • "Armijo-Goldstein"
      • "Ared/Pred"
    • "Alpha Factor" [double]
    • "Force Interpolation" [boolean]
    • "Use Counters" [boolean]
    • "Maximum Iteration for Increase" [int]
    • "Allowed Relative Increase" [boolean]

  • "More'-Thuente" [sublist] - used by NOX::LineSearch::MoreThuente, see class documentation for all details.
    • "Sufficient Decrease" [double]
    • "Curvature Condition" [double]
    • "Interval Width" [double]
    • "Minimum Step" [double]
    • "Maximum Step" [double]
    • "Max Iters" [int]
    • "Default Step" [double]
    • "Recovery Step Type" [double]
    • "Sufficient Decrease Condition" [std::string] Valid options are:
      • "Armijo-Goldstein"
      • "Ared/Pred"
    • "Optimize Slope Calculation" [boolean]

• "Trust Region" [sublist] - used by NOX::Solver::TrustRegionBased, see class documentation for details
  • "Minimum Trust Region Radius" [double]
  • "Maximum Trust Region Radius" [double]
  • "Minimum Improvement Ratio" [double]
  • "Contraction Trigger Ratio" [double]
  • "Contraction Factor" [double]
  • "Expansion Trigger Ratio" [double]
  • "Expansion Factor" [double]
  • "Recovery Step" [double]

• "Solver Options" [sublist] - used by all solvers for basic options that all solvers should support (see individual solvers to make sure the option is supported).
  • "User Defined Pre/Post Operator" [Teuchos::RCP<NOX::Abstract::PrePostOperator>] - an observer object that allows users to insert pre and post method calls into nox's solvers (before and after the NOX::Solver::Generic::step() and before and after the NOX::Solver::Generic::solve() methods). Users write a class that derives from NOX::Abstract::PrePostOperator. They then wrap the construction in a Teuchos::RCP object. These objects can be set in the parameter list with the following code.

      Teuchos::RCP<UserPrePostOperator> ppo =
        Teuchos::rcp(new UserPrePostOperator(printing));
      nlParams.sublist("Solver Options").set
        <NOX::Abstract::PrePostOperator>("User Defined Pre/Post Operator", ppo);
    

  • "Status Test Check Type" [std::string] - References a NOX::StatusTest::CheckType that determines if all ("Complete") or just a minimal ("Minimal") set of status tests should be run at each iteration. The status tests can be run efficiently if set to NOX::StatusTest::Minimal and all test run every iteration if it is set to NOX::StatusTest::Complete. Valid options are:
    • "Complete" - All status tests are checked at each iteration. Use this if you want to monitor progess in certain values computed in a status test.
    • "Minimal" - Compute only enough tests as necessary. This is useful if some status tests are expensive. For example, if you have 3 convergence tests in an "AND" Combo, a minimal check will only check enough tests until one is not converged. It will then not check the others since it can't return a convecged status.
    • "None" - Use internally to turn off tests that should not be checked when using the "Minimal" option. Users should not call this!

  • "User Defined Merit Function" [Teuchos::RCP<NOX::MeritFunction::Generic>] - An object that allows the user to define their own merit function for use in the globalization algorithms. The user must implement a derived class from NOX::MeritFunction::Generic and then pass it into NOX through the parameter list.

      Teuchos::RCP<UserMeritFunction> mf =
        Teuchos::rcp(new UserMeritFunction);
      nlParams.sublist("Solver Options").set
        <NOX::MeritFunction::Generic>("User Defined Merit Function", mf);
    

• "Printing" [sublist] - used to construct a NOX::Utils object. See class documentation for details. The basic options are shown below:
  • "Output Information" [sublist|int] - Either a sublist of output information booleans listed below or the integer value of the sum of the enumerated types requested. See NOX::Utils for details on how to use the integer value. The following sublist parameters will print information if the flag is set to true.
    • "Error" [boolean]
    • "Warning" [boolean]
    • "Outer Iteration" [boolean]
    • "Inner Iteration" [boolean]
    • "Parameters" [boolean]
    • "Details" [boolean]
    • "Outer Iteration StatusTest" [boolean]
    • "Linear Solver Details" [boolean]
    • "Test Details" [boolean]
    • "Stepper Iteration" [boolean]
    • "Stepper Details" [boolean]
    • "Stepper Parameters" [boolean]
    • "Debug" [boolean]
  • "MyPID" [int]
  • "Output Processor" [int]
  • "Output Precision" [int]

A user can build a set of status tests from an independent parameter list using the NOX::StatusTest::Factory. See this objects documentation for details on how to build that parameter list.

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