DDACEDesignCompExp Class Reference

Wrapper class for the DDACE design of experiments library. More...

Inheritance diagram for DDACEDesignCompExp:

List of all members.

Public Member Functions
	DDACEDesignCompExp (Model &model)
	primary constructor for building a standard DACE iterator
	DDACEDesignCompExp (Model &model, int samples, int symbols, int seed, const String &sampling_method)
	alternate constructor used for building approximations
	~DDACEDesignCompExp ()
	destructor
void	extract_trends ()
	Redefines the run_iterator virtual function for the PStudy/DACE branch.
void	sampling_reset (int min_samples, int rec_samples, bool all_data_flag, bool stats_flag)
	reset sampling iterator
const String &	sampling_scheme () const
	return sampling name
void	vary_pattern (bool pattern_flag)
	sets varyPattern in derived classes that support it
void	get_parameter_sets (const Model &model)
	Returns one block of samples (ndim * num_samples).
Private Member Functions
void	compute_main_effects ()
	builds a DDaceMainEffects::OneWayANOVA if mainEffectsFlag is set
void	resolve_samples_symbols ()
	number of symbols from input.
Private Attributes
String	daceMethod
	oas, lhs, oa_lhs, random, box_behnken, central_composite, or grid
int	samplesSpec
	initial specification of number of samples
int	symbolsSpec
	initial specification of number of symbols
int	numSamples
	current number of samples to be evaluated
int	numSymbols
	(inversely related to number of replications)
const int	originalSeed
	(allows repeatable results)
int	randomSeed
	current seed for the random number generator
bool	allDataFlag
	Iterator::all_variables() and Iterator::all_responses().
size_t	numDACERuns
	counter for number of run() executions for this object
bool	varyPattern
	multiple executions are repeatable but not correlated.
bool	volQualityFlag
	flag which specifies evaluating the volumetric quality measures
bool	varBasedDecompFlag
	flag which specifies variance based decomposition
bool	mainEffectsFlag
	flag which specifies main effects
std::vector< std::vector< int > >	symbolMapping
	mapping of symbols for main effects calculations

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Detailed Description

Wrapper class for the DDACE design of experiments library.

The DDACEDesignCompExp class provides a wrapper for DDACE, a C++ design of experiments library from the Computational Sciences and Mathematics Research (CSMR) department at Sandia's Livermore CA site. This class uses design and analysis of computer experiments (DACE) methods to sample the design space spanned by the bounds of a Model. It returns all generated samples and their corresponding responses as well as the best sample found.

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Constructor & Destructor Documentation

DDACEDesignCompExp

(

Model &

model

)

primary constructor for building a standard DACE iterator

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

DDACEDesignCompExp	(	Model &	model,
		int	samples,
		int	symbols,
		int	seed,
		const String &	sampling_method
	)

alternate constructor used for building approximations

This alternate constructor is used for instantiations on-the-fly, using only the incoming data. No problem description database queries are used.

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Member Function Documentation

void resolve_samples_symbols

(

)

[private]

number of symbols from input.

This function must define a combination of samples and symbols that is acceptable for a particular sampling algorithm. Users provide requests for these 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:

• DDACEDesignCompExp.H
• DDACEDesignCompExp.C

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