FSUDesignCompExp Class Reference

Wrapper class for the FSUDace QMC/CVT library. More...

Inheritance diagram for FSUDesignCompExp:

List of all members.

Public Member Functions
	FSUDesignCompExp (Model &model)
	primary constructor for building a standard DACE iterator
	~FSUDesignCompExp ()
	destructor
void	extract_trends ()
	Redefines the run_iterator virtual function for the PStudy/DACE branch.
void	get_parameter_sets (bool vbd_change_seq_flag)
	Returns one block of samples (ndim * num_samples).
void	sampling_reset (int min_samples, bool all_data_flag, bool stats_flag)
	reset sampling iterator
const String &	sampling_scheme () const
	return sampling name
Private Member Functions
void	enforce_input_rules ()
	enforce sanity checks/modifications for the user input specification
Private Attributes
int	numSamples
	number of samples to be evaluated
bool	allDataFlag
	flag which triggers the update of allVars/allResponses for use by Iterator::all_variables() and Iterator::all_responses()
size_t	numDACERuns
	counter for number of executions of run_iterator() for this object
bool	latinizeFlag
	flag which specifies latinization of QMC or CVT sample sets
bool	volQualityFlag
	flag which specifies evaluating the volumetric quality measures
bool	varBasedDecompFlag
	flag which specifies calculating variance based decomposition sensitivity analysis metrics
IntVector	sequenceStart
	Integer vector defining a starting index into the sequence for random variable sampled. Default is 0 0 0 (e.g. for three random variables).
IntVector	sequenceLeap
	Integer vector defining the leap number for each sequence being generated. Default is 1 1 1 (e.g. for three random vars.).
IntVector	primeBase
	Integer vector defining the prime base for each sequence being generated. Default is 2 3 5 (e.g., for three random vars.).
int	originalSeed
	the user seed specification for the random number generator (allows repeatable results)
int	randomSeed
	current seed for the random number generator
bool	varyPattern
	flag for continuing the random number or QMC sequence from a previous run_iterator() execution (e.g., for surrogate-based optimization) so that multiple executions are repeatable but not identical.
int	numCVTTrials
	specifies the number of sample points taken at internal CVT iteration
int	trialType
	Trial type in CVT. Specifies where the points are placed for consideration relative to the centroids. Choices are grid (2), halton (1), uniform (0), or random (-1). Default is random.

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Detailed Description

Wrapper class for the FSUDace QMC/CVT library.

The FSUDesignCompExp class provides a wrapper for FSUDace, a C++ design of experiments library from Florida State University. This class uses quasi Monte Carlo (QMC) and Centroidal Voronoi Tesselation (CVT) methods to uniformly sample the parameter space spanned by the active bounds of the current Model. It returns all generated samples and their corresponding responses as well as the best sample found.

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Constructor & Destructor Documentation

FSUDesignCompExp (  Model &  model  )

primary constructor for building a standard DACE iterator This constructor is called for a standard iterator built with data from probDescDB.

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Member Function Documentation

void enforce_input_rules (   )  [private]

enforce sanity checks/modifications for the user input specification Users may input a variety of quantities, but this function must enforce any restrictions imposed by the sampling algorithms.

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

• FSUDesignCompExp.H
• FSUDesignCompExp.C

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