Public Member Functions | Protected Member Functions
NonDStochCollocation Class Reference

Nonintrusive stochastic collocation approaches to uncertainty quantification. More...

Inheritance diagram for NonDStochCollocation:
NonDExpansion NonD Analyzer Iterator

List of all members.

Public Member Functions

 NonDStochCollocation (Model &model)
 standard constructor
 NonDStochCollocation (Model &model, short exp_coeffs_approach, unsigned short num_int_level, short u_space_type, bool piecewise_basis, bool use_derivs)
 alternate constructor
 ~NonDStochCollocation ()
 destructor

Protected Member Functions

void resolve_inputs (short &u_space_type, short &data_order)
 perform error checks and mode overrides
void initialize_u_space_model ()
 initialize uSpaceModel polynomial approximations with PCE/SC data

Detailed Description

Nonintrusive stochastic collocation approaches to uncertainty quantification.

The NonDStochCollocation class uses a stochastic collocation (SC) approach to approximate the effect of parameter uncertainties on response functions of interest. It utilizes the InterpPolyApproximation class to manage multidimensional Lagrange polynomial interpolants.


Constructor & Destructor Documentation

NonDStochCollocation ( Model model,
short  exp_coeffs_approach,
unsigned short  num_int_level,
short  u_space_type,
bool  piecewise_basis,
bool  use_derivs 
)

The documentation for this class was generated from the following files: