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WeightingModel Class Reference

Weighting specialization of RecastModel. More...

Inheritance diagram for WeightingModel:
RecastModel Model

Public Member Functions

 WeightingModel (Model &sub_model)
 standard constructor
 
 ~WeightingModel ()
 destructor
 
- Public Member Functions inherited from RecastModel
 RecastModel (const Model &sub_model, const Sizet2DArray &vars_map_indices, const SizetArray &vars_comps_total, const BitArray &all_relax_di, const BitArray &all_relax_dr, bool nonlinear_vars_mapping, void(*variables_map)(const Variables &recast_vars, Variables &sub_model_vars), void(*set_map)(const Variables &recast_vars, const ActiveSet &recast_set, ActiveSet &sub_model_set), const Sizet2DArray &primary_resp_map_indices, const Sizet2DArray &secondary_resp_map_indices, size_t recast_secondary_offset, short recast_resp_order, const BoolDequeArray &nonlinear_resp_mapping, void(*primary_resp_map)(const Variables &sub_model_vars, const Variables &recast_vars, const Response &sub_model_response, Response &recast_response), void(*secondary_resp_map)(const Variables &sub_model_vars, const Variables &recast_vars, const Response &sub_model_response, Response &recast_response))
 standard (full) constructor; assumes provided sizes and map functions are final and constructs all member data More...
 
 RecastModel (const Model &sub_model, const SizetArray &vars_comps_totals, const BitArray &all_relax_di, const BitArray &all_relax_dr, size_t num_recast_primary_fns, size_t num_recast_secondary_fns, size_t recast_secondary_offset, short recast_resp_order)
 alternate constructor; uses provided sizes to construct Variables, Response and Constraints so Model can be passed to an Iterator; requires subsequent init_maps() call. More...
 
 RecastModel (ProblemDescDB &problem_db, const Model &sub_model)
 Problem DB-based ctor, e.g., for use in subspace model; assumes mappings to be initialized later; only initializes based on sub-model.
 
 RecastModel (const Model &sub_model)
 lightest constructor used when transform sizes aren't known at construct time; doesn't initialize variables and responses, so this Model can't be used to construct an Iterator; requires subsequent init_sizes() and init_maps() calls.
 
 ~RecastModel ()
 destructor
 
void init_sizes (const SizetArray &vars_comps_totals, const BitArray &all_relax_di, const BitArray &all_relax_dr, size_t num_recast_primary_fns, size_t num_recast_secondary_fns, size_t recast_secondary_offset, short recast_resp_order)
 update recast sizes and size Variables and Response members after alternate construction
 
void init_maps (const Sizet2DArray &vars_map_indices, bool nonlinear_vars_mapping, void(*variables_map)(const Variables &recast_vars, Variables &sub_model_vars), void(*set_map)(const Variables &recast_vars, const ActiveSet &recast_set, ActiveSet &sub_model_set), const Sizet2DArray &primary_resp_map_indices, const Sizet2DArray &secondary_resp_map_indices, const BoolDequeArray &nonlinear_resp_mapping, void(*primary_resp_map)(const Variables &sub_model_vars, const Variables &recast_vars, const Response &sub_model_response, Response &recast_response), void(*secondary_resp_map)(const Variables &sub_model_vars, const Variables &recast_vars, const Response &sub_model_response, Response &recast_response))
 initialize recast indices and map callbacks after alternate construction More...
 
void inverse_mappings (void(*inv_vars_map)(const Variables &sub_model_vars, Variables &recast_vars), void(*inv_set_map)(const Variables &sub_model_vars, const ActiveSet &sub_model_set, ActiveSet &recast_set), void(*inv_pri_resp_map)(const Variables &recast_vars, const Variables &sub_model_vars, const Response &recast_resp, Response &sub_model_resp), void(*inv_sec_resp_map)(const Variables &recast_vars, const Variables &sub_model_vars, const Response &recast_resp, Response &sub_model_resp))
 provide optional inverse mappings
 
void transform_variables (const Variables &recast_vars, Variables &sub_model_vars)
 perform transformation of Variables (recast –> sub-model)
 
void transform_set (const Variables &recast_vars, const ActiveSet &recast_set, ActiveSet &sub_model_set)
 into sub_model_set for use with subModel.
 
void transform_response (const Variables &recast_vars, const Variables &sub_model_vars, const Response &sub_model_resp, Response &recast_resp)
 perform transformation of Response (sub-model –> recast)
 
void transform_response_map (const IntResponseMap &old_resp_map, IntResponseMap &new_resp_map)
 invoke transform_response() on each response within old_resp_map to create new_resp_map
 
void inverse_transform_variables (const Variables &sub_model_vars, Variables &recast_vars)
 perform inverse transformation of Variables (sub-model –> recast)
 
void inverse_transform_set (const Variables &sub_model_vars, const ActiveSet &sub_model_set, ActiveSet &recast_set)
 into sub_model_set for use with subModel.
 
void inverse_transform_response (const Variables &sub_model_vars, const Variables &recast_vars, const Response &recast_resp, Response &sub_model_resp)
 perform inverse transformation of Response (recast –> sub-model)
 
void submodel_supports_derivative_estimation (bool sed_flag)
 override the submodel's derivative estimation behavior
 
String root_model_id ()
 Return the model ID of the "innermost" model. For all derived Models except RecastModels, return modelId. The RecastModel override returns the root_model_id() of the subModel.
 
ActiveSet default_active_set ()
 
void declare_sources ()
 Declare a model's sources to the evaluationsDB.
 
bool nonlinear_variables_mapping () const
 return nonlinearVarsMapping
 
- Public Member Functions inherited from Model
 Model ()
 default constructor More...
 
 Model (ProblemDescDB &problem_db)
 standard constructor for envelope More...
 
 Model (const Model &model)
 copy constructor More...
 
virtual ~Model ()
 destructor
 
Model operator= (const Model &model)
 assignment operator
 
virtual bool multifidelity () const
 identify if hierarchy is across model forms
 
virtual bool multilevel () const
 identify if hierarchy is across resolution levels
 
virtual bool multilevel_multifidelity () const
 identify if hierarchy is across both model forms and resolution levels
 
virtual bool multifidelity_precedence () const
 return precedence for hierarchy definition, model forms or resolution levels
 
virtual void multifidelity_precedence (bool mf_prec, bool update_default=false)
 assign precedence for hierarchy definition (model forms or resolution levels) as determined from algorithm context
 
virtual size_t solution_levels (bool lwr_bnd=true) const
 number of discrete levels within solution control (SimulationModel) More...
 
virtual short solution_control_variable_type () const
 return type of solution control variable
 
virtual size_t solution_control_variable_index () const
 return index of solution control variable within all variables
 
virtual size_t solution_control_discrete_variable_index () const
 return index of solution control variable within all discrete variables
 
virtual int solution_level_int_value () const
 return the active (integer) value of the solution control
 
virtual String solution_level_string_value () const
 return the active (string) value of the solution control
 
virtual Real solution_level_real_value () const
 return the active (real) value of the solution control
 
virtual bool resize_pending () const
 return true if a potential resize is still pending, such that sizing-based initialization should be deferred
 
virtual void rebuild_approximation (const IntResponsePair &response_pr)
 incremental rebuild of an existing SurrogateModel approximation
 
virtual void rebuild_approximation (const IntResponseMap &resp_map)
 incremental rebuild of an existing SurrogateModel approximation
 
virtual void update_approximation (const RealMatrix &samples, const IntResponseMap &resp_map, bool rebuild_flag)
 replace the data points within an existing surrogate
 
virtual void append_approximation (const RealMatrix &samples, const IntResponseMap &resp_map, bool rebuild_flag)
 append multiple points to an existing surrogate's data
 
virtual void append_approximation (const IntVariablesMap &vars_map, const IntResponseMap &resp_map, bool rebuild_flag)
 append multiple points to an existing surrogate's data
 
virtual void replace_approximation (const IntResponsePair &response_pr, bool rebuild_flag)
 replace the response for a single point (based on eval id from response_pr) within an existing surrogate's data
 
virtual void replace_approximation (const IntResponseMap &resp_map, bool rebuild_flag)
 replace the responses for a set of points (based on eval ids from resp_map) within an existing surrogate's data
 
virtual void track_evaluation_ids (bool track)
 assigns a flag to track evaluation ids within surrogate data, enabling id-based lookups for data replacement
 
virtual bool advancement_available ()
 query the approximation for available advancement in resolution controls (order, rank, etc.); an input to adaptive refinement strategies
 
virtual bool formulation_updated () const
 query the approximation for updates in formulation, requiring a rebuild even if no updates to the build data
 
virtual void formulation_updated (bool update)
 assign the status of approximation formulation updates
 
virtual void run_dace ()
 execute the DACE iterator (prior to building/appending the approximation)
 
virtual bool force_rebuild ()
 determine whether a surrogate model rebuild should be forced based on changes in the inactive data
 
virtual SharedApproxDatashared_approximation ()
 retrieve the shared approximation data within the ApproximationInterface of a DataFitSurrModel
 
virtual short surrogate_response_mode () const
 return response computation mode used in SurrogateModels for forming currentResponse
 
virtual DiscrepancyCorrectiondiscrepancy_correction ()
 return the DiscrepancyCorrection object used by SurrogateModels
 
virtual void single_apply (const Variables &vars, Response &resp, const Pecos::ActiveKey &paired_key)
 apply a DiscrepancyCorrection to correct an approximation within a HierarchSurrModel
 
virtual void recursive_apply (const Variables &vars, Response &resp)
 apply a sequence of DiscrepancyCorrections to recursively correct an approximation within a HierarchSurrModel
 
virtual void cache_unmatched_response (int raw_id)
 migrate an unmatched response record from active response map (computed by synchronize() or synhronize_nowait()) to cached response map
 
virtual void create_2d_plots ()
 create 2D graphics plots for automatic logging of vars/response data
 
virtual void create_tabular_datastream ()
 create a tabular output stream for automatic logging of vars/response data
 
virtual void derived_auto_graphics (const Variables &vars, const Response &resp)
 Update tabular/graphics data with latest variables/response data.
 
virtual void stop_init_mapping (ParLevLIter pl_iter)
 called from IteratorScheduler::run_iterator() for iteratorComm rank 0 to terminate serve_init_mapping() on other iteratorComm processors
 
virtual int serve_init_mapping (ParLevLIter pl_iter)
 called from IteratorScheduler::run_iterator() for iteratorComm rank != 0 to balance resize() calls on iteratorComm rank 0
 
virtual void stop_finalize_mapping (ParLevLIter pl_iter)
 called from IteratorScheduler::run_iterator() for iteratorComm rank 0 to terminate serve_finalize_mapping() on other iteratorComm processors
 
virtual int serve_finalize_mapping (ParLevLIter pl_iter)
 called from IteratorScheduler::run_iterator() for iteratorComm rank != 0 to balance resize() calls on iteratorComm rank 0
 
ModelList & subordinate_models (bool recurse_flag=true)
 return the sub-models in nested and surrogate models More...
 
void evaluate ()
 Compute the Response at currentVariables (default ActiveSet).
 
void evaluate (const ActiveSet &set)
 Compute the Response at currentVariables (specified ActiveSet).
 
void evaluate_nowait ()
 Spawn an asynchronous job (or jobs) that computes the value of the Response at currentVariables (default ActiveSet).
 
void evaluate_nowait (const ActiveSet &set)
 Spawn an asynchronous job (or jobs) that computes the value of the Response at currentVariables (specified ActiveSet).
 
const IntResponseMap & synchronize ()
 Execute a blocking scheduling algorithm to collect the complete set of results from a group of asynchronous evaluations.
 
const IntResponseMap & synchronize_nowait ()
 Execute a nonblocking scheduling algorithm to collect all available results from a group of asynchronous evaluations.
 
int evaluation_id () const
 return Model's (top-level) evaluation counter, not to be confused with derived counter returned by derived_evaluation_id()
 
bool mapping_initialized () const
 
void init_communicators (ParLevLIter pl_iter, int max_eval_concurrency, bool recurse_flag=true)
 allocate communicator partitions for a model and store configuration in modelPCIterMap More...
 
void init_serial ()
 for cases where init_communicators() will not be called, modify some default settings to behave properly in serial. More...
 
void set_communicators (ParLevLIter pl_iter, int max_eval_concurrency, bool recurse_flag=true)
 set active parallel configuration for the model (set modelPCIter from modelPCIterMap)
 
void free_communicators (ParLevLIter pl_iter, int max_eval_concurrency, bool recurse_flag=true)
 deallocate communicator partitions for a model
 
MPI_Comm analysis_comm () const
 retrieve the MPI communicator on which this model is configured to conduct function evaluation analyses (provided for library clients)
 
void stop_init_communicators (ParLevLIter pl_iter)
 called from IteratorScheduler::init_iterator() for iteratorComm rank 0 to terminate serve_init_communicators() on other iteratorComm processors
 
int serve_init_communicators (ParLevLIter pl_iter)
 called from IteratorScheduler::init_iterator() for iteratorComm rank != 0 to balance init_communicators() calls on iteratorComm rank 0
 
void estimate_message_lengths ()
 estimate messageLengths for a model More...
 
size_t response_size () const
 return (potentially aggregated) size of response vector in currentResponse
 
bool manage_data_recastings ()
 initialize modelList and recastFlags for data import/export More...
 
bool recastings () const
 return true if recastFlags is defined
 
void user_space_to_iterator_space (const Variables &user_vars, const Response &user_resp, Variables &iter_vars, Response &iter_resp)
 employ the model recursion to transform from bottom level user-space data to top level iterator-space data
 
void iterator_space_to_user_space (const Variables &iter_vars, const Response &iter_resp, Variables &user_vars, Response &user_resp)
 employ the model recursion to transform from top level iterator-space data to bottom level user-space data
 
void assign_rep (std::shared_ptr< Model > model_rep)
 replaces existing letter with a new one More...
 
size_t tv () const
 returns total number of vars
 
size_t cv () const
 returns number of active continuous variables
 
size_t div () const
 returns number of active discrete integer vars
 
size_t dsv () const
 returns number of active discrete string vars
 
size_t drv () const
 returns number of active discrete real vars
 
size_t icv () const
 returns number of inactive continuous variables
 
size_t idiv () const
 returns number of inactive discrete integer vars
 
size_t idsv () const
 returns number of inactive discrete string vars
 
size_t idrv () const
 returns number of inactive discrete real vars
 
size_t acv () const
 returns total number of continuous variables
 
size_t adiv () const
 returns total number of discrete integer vars
 
size_t adsv () const
 returns total number of discrete string vars
 
size_t adrv () const
 returns total number of discrete real vars
 
void active_variables (const Variables &vars)
 set the active variables in currentVariables
 
void inactive_variables (const Variables &vars)
 set the inactive variables in currentVariables
 
const RealVector & continuous_variables () const
 return the active continuous variables from currentVariables
 
Real continuous_variable (size_t i) const
 return an active continuous variable from currentVariables
 
void continuous_variables (const RealVector &c_vars)
 set the active continuous variables in currentVariables
 
void continuous_variable (Real c_var, size_t i)
 set an active continuous variable in currentVariables
 
const IntVector & discrete_int_variables () const
 return the active discrete integer variables from currentVariables
 
int discrete_int_variable (size_t i) const
 return an active discrete integer variable from currentVariables
 
void discrete_int_variables (const IntVector &d_vars)
 set the active discrete integer variables in currentVariables
 
void discrete_int_variable (int d_var, size_t i)
 set an active discrete integer variable in currentVariables
 
StringMultiArrayConstView discrete_string_variables () const
 return the active discrete string variables from currentVariables
 
const String & discrete_string_variable (size_t i) const
 return an active discrete string variable from currentVariables
 
void discrete_string_variables (StringMultiArrayConstView d_vars)
 set the active discrete string variables in currentVariables
 
void discrete_string_variable (const String &d_var, size_t i)
 set an active discrete string variable in currentVariables
 
const RealVector & discrete_real_variables () const
 return the active discrete real variables from currentVariables
 
Real discrete_real_variable (size_t i) const
 return an active discrete real variable from currentVariables
 
void discrete_real_variables (const RealVector &d_vars)
 set the active discrete real variables in currentVariables
 
void discrete_real_variable (Real d_var, size_t i)
 set an active discrete real variable in currentVariables
 
UShortMultiArrayConstView continuous_variable_types () const
 return the active continuous variable types from currentVariables
 
void continuous_variable_types (UShortMultiArrayConstView cv_types)
 set the active continuous variable types in currentVariables
 
void continuous_variable_type (unsigned short cv_type, size_t i)
 set an active continuous variable type in currentVariables
 
UShortMultiArrayConstView discrete_int_variable_types () const
 return the active discrete variable types from currentVariables
 
void discrete_int_variable_types (UShortMultiArrayConstView div_types)
 set the active discrete variable types in currentVariables
 
void discrete_int_variable_type (unsigned short div_type, size_t i)
 set an active discrete variable type in currentVariables
 
UShortMultiArrayConstView discrete_string_variable_types () const
 return the active discrete variable types from currentVariables
 
void discrete_string_variable_types (UShortMultiArrayConstView div_types)
 set the active discrete variable types in currentVariables
 
void discrete_string_variable_type (unsigned short div_type, size_t i)
 set an active discrete variable type in currentVariables
 
UShortMultiArrayConstView discrete_real_variable_types () const
 return the active discrete variable types from currentVariables
 
void discrete_real_variable_types (UShortMultiArrayConstView drv_types)
 set the active discrete variable types in currentVariables
 
void discrete_real_variable_type (unsigned short drv_type, size_t i)
 set an active discrete variable type in currentVariables
 
SizetMultiArrayConstView continuous_variable_ids () const
 return the active continuous variable identifiers from currentVariables
 
void continuous_variable_ids (SizetMultiArrayConstView cv_ids)
 set the active continuous variable identifiers in currentVariables
 
void continuous_variable_id (size_t cv_id, size_t i)
 set an active continuous variable identifier in currentVariables
 
const RealVector & inactive_continuous_variables () const
 return the inactive continuous variables in currentVariables
 
void inactive_continuous_variables (const RealVector &i_c_vars)
 set the inactive continuous variables in currentVariables
 
const IntVector & inactive_discrete_int_variables () const
 return the inactive discrete variables in currentVariables
 
void inactive_discrete_int_variables (const IntVector &i_d_vars)
 set the inactive discrete variables in currentVariables
 
StringMultiArrayConstView inactive_discrete_string_variables () const
 return the inactive discrete variables in currentVariables
 
void inactive_discrete_string_variables (StringMultiArrayConstView i_d_vars)
 set the inactive discrete variables in currentVariables
 
const RealVector & inactive_discrete_real_variables () const
 return the inactive discrete variables in currentVariables
 
void inactive_discrete_real_variables (const RealVector &i_d_vars)
 set the inactive discrete variables in currentVariables
 
UShortMultiArrayConstView inactive_continuous_variable_types () const
 return the inactive continuous variable types from currentVariables
 
SizetMultiArrayConstView inactive_continuous_variable_ids () const
 return the inactive continuous variable identifiers from currentVariables
 
const RealVector & all_continuous_variables () const
 return all continuous variables in currentVariables
 
void all_continuous_variables (const RealVector &a_c_vars)
 set all continuous variables in currentVariables
 
void all_continuous_variable (Real a_c_var, size_t i)
 set a variable within the all continuous variables in currentVariables
 
const IntVector & all_discrete_int_variables () const
 return all discrete variables in currentVariables
 
void all_discrete_int_variables (const IntVector &a_d_vars)
 set all discrete variables in currentVariables
 
void all_discrete_int_variable (int a_d_var, size_t i)
 set a variable within the all discrete variables in currentVariables
 
StringMultiArrayConstView all_discrete_string_variables () const
 return all discrete variables in currentVariables
 
void all_discrete_string_variables (StringMultiArrayConstView a_d_vars)
 set all discrete variables in currentVariables
 
void all_discrete_string_variable (const String &a_d_var, size_t i)
 set a variable within the all discrete variables in currentVariables
 
const RealVector & all_discrete_real_variables () const
 return all discrete variables in currentVariables
 
void all_discrete_real_variables (const RealVector &a_d_vars)
 set all discrete variables in currentVariables
 
void all_discrete_real_variable (Real a_d_var, size_t i)
 set a variable within the all discrete variables in currentVariables
 
UShortMultiArrayConstView all_continuous_variable_types () const
 return all continuous variable types from currentVariables
 
UShortMultiArrayConstView all_discrete_int_variable_types () const
 return all discrete variable types from currentVariables
 
UShortMultiArrayConstView all_discrete_string_variable_types () const
 return all discrete variable types from currentVariables
 
UShortMultiArrayConstView all_discrete_real_variable_types () const
 return all discrete variable types from currentVariables
 
SizetMultiArrayConstView all_continuous_variable_ids () const
 return all continuous variable identifiers from currentVariables
 
const BitArray & discrete_int_sets ()
 define and return discreteIntSets using active view from currentVariables
 
const BitArray & discrete_int_sets (short active_view)
 define and return discreteIntSets using passed active view
 
const IntSetArray & discrete_set_int_values ()
 return the sets of values available for each of the active discrete set integer variables (aggregated in activeDiscSetIntValues)
 
const IntSetArray & discrete_set_int_values (short active_view)
 return the sets of values available for each of the active discrete set integer variables (aggregated in activeDiscSetIntValues)
 
const StringSetArray & discrete_set_string_values ()
 return the sets of values available for each of the active discrete set string variables (aggregated in activeDiscSetStringValues)
 
const StringSetArray & discrete_set_string_values (short active_view)
 return the sets of values available for each of the active discrete set string variables (aggregated in activeDiscSetStringValues)
 
const RealSetArray & discrete_set_real_values ()
 return the sets of values available for each of the active discrete set real variables (aggregated in activeDiscSetRealValues)
 
const RealSetArray & discrete_set_real_values (short active_view)
 return the sets of values available for each of the active discrete set real variables (aggregated in activeDiscSetRealValues)
 
Pecos::MultivariateDistribution & multivariate_distribution ()
 return mvDist
 
const
Pecos::MultivariateDistribution & 
multivariate_distribution () const
 return mvDist
 
StringMultiArrayConstView continuous_variable_labels () const
 return the active continuous variable labels from currentVariables
 
void continuous_variable_labels (StringMultiArrayConstView c_v_labels)
 set the active continuous variable labels in currentVariables
 
StringMultiArrayConstView discrete_int_variable_labels () const
 return the active discrete variable labels from currentVariables
 
void discrete_int_variable_labels (StringMultiArrayConstView d_v_labels)
 set the active discrete variable labels in currentVariables
 
StringMultiArrayConstView discrete_string_variable_labels () const
 return the active discrete variable labels from currentVariables
 
void discrete_string_variable_labels (StringMultiArrayConstView d_v_labels)
 set the active discrete variable labels in currentVariables
 
StringMultiArrayConstView discrete_real_variable_labels () const
 return the active discrete variable labels from currentVariables
 
void discrete_real_variable_labels (StringMultiArrayConstView d_v_labels)
 set the active discrete variable labels in currentVariables
 
StringMultiArrayConstView inactive_continuous_variable_labels () const
 return the inactive continuous variable labels in currentVariables
 
void inactive_continuous_variable_labels (StringMultiArrayConstView i_c_v_labels)
 set the inactive continuous variable labels in currentVariables
 
StringMultiArrayConstView inactive_discrete_int_variable_labels () const
 return the inactive discrete variable labels in currentVariables
 
void inactive_discrete_int_variable_labels (StringMultiArrayConstView i_d_v_labels)
 set the inactive discrete variable labels in currentVariables
 
StringMultiArrayConstView inactive_discrete_string_variable_labels () const
 return the inactive discrete variable labels in currentVariables
 
void inactive_discrete_string_variable_labels (StringMultiArrayConstView i_d_v_labels)
 set the inactive discrete variable labels in currentVariables
 
StringMultiArrayConstView inactive_discrete_real_variable_labels () const
 return the inactive discrete variable labels in currentVariables
 
void inactive_discrete_real_variable_labels (StringMultiArrayConstView i_d_v_labels)
 set the inactive discrete variable labels in currentVariables
 
StringMultiArrayConstView all_continuous_variable_labels () const
 return all continuous variable labels in currentVariables
 
void all_continuous_variable_labels (StringMultiArrayConstView a_c_v_labels)
 set all continuous variable labels in currentVariables
 
void all_continuous_variable_label (const String &a_c_v_label, size_t i)
 set a label within the all continuous labels in currentVariables
 
StringMultiArrayConstView all_discrete_int_variable_labels () const
 return all discrete variable labels in currentVariables
 
void all_discrete_int_variable_labels (StringMultiArrayConstView a_d_v_labels)
 set all discrete variable labels in currentVariables
 
void all_discrete_int_variable_label (const String &a_d_v_label, size_t i)
 set a label within the all discrete labels in currentVariables
 
StringMultiArrayConstView all_discrete_string_variable_labels () const
 return all discrete variable labels in currentVariables
 
void all_discrete_string_variable_labels (StringMultiArrayConstView a_d_v_labels)
 set all discrete variable labels in currentVariables
 
void all_discrete_string_variable_label (const String &a_d_v_label, size_t i)
 set a label within the all discrete labels in currentVariables
 
StringMultiArrayConstView all_discrete_real_variable_labels () const
 return all discrete variable labels in currentVariables
 
void all_discrete_real_variable_labels (StringMultiArrayConstView a_d_v_labels)
 set all discrete variable labels in currentVariables
 
void all_discrete_real_variable_label (const String &a_d_v_label, size_t i)
 set a label within the all discrete labels in currentVariables
 
const StringArray & response_labels () const
 return the response labels from currentResponse
 
void response_labels (const StringArray &resp_labels)
 set the response labels in currentResponse
 
const RealVector & continuous_lower_bounds () const
 return the active continuous lower bounds from userDefinedConstraints
 
Real continuous_lower_bound (size_t i) const
 return an active continuous lower bound from userDefinedConstraints
 
void continuous_lower_bounds (const RealVector &c_l_bnds)
 set the active continuous lower bounds in userDefinedConstraints
 
void continuous_lower_bound (Real c_l_bnd, size_t i)
 set the i-th active continuous lower bound in userDefinedConstraints
 
const RealVector & continuous_upper_bounds () const
 return the active continuous upper bounds from userDefinedConstraints
 
Real continuous_upper_bound (size_t i) const
 return an active continuous upper bound from userDefinedConstraints
 
void continuous_upper_bounds (const RealVector &c_u_bnds)
 set the active continuous upper bounds in userDefinedConstraints
 
void continuous_upper_bound (Real c_u_bnd, size_t i)
 set the i-th active continuous upper bound from userDefinedConstraints
 
const IntVector & discrete_int_lower_bounds () const
 return the active discrete int lower bounds from userDefinedConstraints
 
int discrete_int_lower_bound (size_t i) const
 return an active discrete int lower bound from userDefinedConstraints
 
void discrete_int_lower_bounds (const IntVector &d_l_bnds)
 set the active discrete int lower bounds in userDefinedConstraints
 
void discrete_int_lower_bound (int d_l_bnd, size_t i)
 set the i-th active discrete int lower bound in userDefinedConstraints
 
const IntVector & discrete_int_upper_bounds () const
 return the active discrete int upper bounds from userDefinedConstraints
 
int discrete_int_upper_bound (size_t i) const
 return an active discrete int upper bound from userDefinedConstraints
 
void discrete_int_upper_bounds (const IntVector &d_u_bnds)
 set the active discrete int upper bounds in userDefinedConstraints
 
void discrete_int_upper_bound (int d_u_bnd, size_t i)
 set the i-th active discrete int upper bound in userDefinedConstraints
 
const RealVector & discrete_real_lower_bounds () const
 return the active discrete real lower bounds from userDefinedConstraints
 
Real discrete_real_lower_bound (size_t i) const
 return an active discrete real lower bound from userDefinedConstraints
 
void discrete_real_lower_bounds (const RealVector &d_l_bnds)
 set the active discrete real lower bounds in userDefinedConstraints
 
void discrete_real_lower_bound (Real d_l_bnd, size_t i)
 set the i-th active discrete real lower bound in userDefinedConstraints
 
const RealVector & discrete_real_upper_bounds () const
 return the active discrete real upper bounds from userDefinedConstraints
 
Real discrete_real_upper_bound (size_t i) const
 return an active discrete real upper bound from userDefinedConstraints
 
void discrete_real_upper_bounds (const RealVector &d_u_bnds)
 set the active discrete real upper bounds in userDefinedConstraints
 
void discrete_real_upper_bound (Real d_u_bnd, size_t i)
 set the i-th active discrete real upper bound in userDefinedConstraints
 
const RealVector & inactive_continuous_lower_bounds () const
 return the inactive continuous lower bounds in userDefinedConstraints
 
void inactive_continuous_lower_bounds (const RealVector &i_c_l_bnds)
 set the inactive continuous lower bounds in userDefinedConstraints
 
const RealVector & inactive_continuous_upper_bounds () const
 return the inactive continuous upper bounds in userDefinedConstraints
 
void inactive_continuous_upper_bounds (const RealVector &i_c_u_bnds)
 set the inactive continuous upper bounds in userDefinedConstraints
 
const IntVector & inactive_discrete_int_lower_bounds () const
 return the inactive discrete lower bounds in userDefinedConstraints
 
void inactive_discrete_int_lower_bounds (const IntVector &i_d_l_bnds)
 set the inactive discrete lower bounds in userDefinedConstraints
 
const IntVector & inactive_discrete_int_upper_bounds () const
 return the inactive discrete upper bounds in userDefinedConstraints
 
void inactive_discrete_int_upper_bounds (const IntVector &i_d_u_bnds)
 set the inactive discrete upper bounds in userDefinedConstraints
 
const RealVector & inactive_discrete_real_lower_bounds () const
 return the inactive discrete lower bounds in userDefinedConstraints
 
void inactive_discrete_real_lower_bounds (const RealVector &i_d_l_bnds)
 set the inactive discrete lower bounds in userDefinedConstraints
 
const RealVector & inactive_discrete_real_upper_bounds () const
 return the inactive discrete upper bounds in userDefinedConstraints
 
void inactive_discrete_real_upper_bounds (const RealVector &i_d_u_bnds)
 set the inactive discrete upper bounds in userDefinedConstraints
 
const RealVector & all_continuous_lower_bounds () const
 return all continuous lower bounds in userDefinedConstraints
 
void all_continuous_lower_bounds (const RealVector &a_c_l_bnds)
 set all continuous lower bounds in userDefinedConstraints
 
void all_continuous_lower_bound (Real a_c_l_bnd, size_t i)
 set a lower bound within continuous lower bounds in userDefinedConstraints
 
const RealVector & all_continuous_upper_bounds () const
 return all continuous upper bounds in userDefinedConstraints
 
void all_continuous_upper_bounds (const RealVector &a_c_u_bnds)
 set all continuous upper bounds in userDefinedConstraints
 
void all_continuous_upper_bound (Real a_c_u_bnd, size_t i)
 set an upper bound within all continuous upper bounds in userDefinedConstraints
 
const IntVector & all_discrete_int_lower_bounds () const
 return all discrete lower bounds in userDefinedConstraints
 
void all_discrete_int_lower_bounds (const IntVector &a_d_l_bnds)
 set all discrete lower bounds in userDefinedConstraints
 
void all_discrete_int_lower_bound (int a_d_l_bnd, size_t i)
 set a lower bound within all discrete lower bounds in userDefinedConstraints
 
const IntVector & all_discrete_int_upper_bounds () const
 return all discrete upper bounds in userDefinedConstraints
 
void all_discrete_int_upper_bounds (const IntVector &a_d_u_bnds)
 set all discrete upper bounds in userDefinedConstraints
 
void all_discrete_int_upper_bound (int a_d_u_bnd, size_t i)
 set an upper bound within all discrete upper bounds in userDefinedConstraints
 
const RealVector & all_discrete_real_lower_bounds () const
 return all discrete lower bounds in userDefinedConstraints
 
void all_discrete_real_lower_bounds (const RealVector &a_d_l_bnds)
 set all discrete lower bounds in userDefinedConstraints
 
void all_discrete_real_lower_bound (Real a_d_l_bnd, size_t i)
 set a lower bound within all discrete lower bounds in userDefinedConstraints
 
const RealVector & all_discrete_real_upper_bounds () const
 return all discrete upper bounds in userDefinedConstraints
 
void all_discrete_real_upper_bounds (const RealVector &a_d_u_bnds)
 set all discrete upper bounds in userDefinedConstraints
 
void all_discrete_real_upper_bound (Real a_d_u_bnd, size_t i)
 set an upper bound within all discrete upper bounds in userDefinedConstraints
 
void reshape_constraints (size_t num_nln_ineq_cons, size_t num_nln_eq_cons, size_t num_lin_ineq_cons, size_t num_lin_eq_cons)
 reshape the linear/nonlinear constraint arrays
 
size_t num_linear_ineq_constraints () const
 return the number of linear inequality constraints
 
size_t num_linear_eq_constraints () const
 return the number of linear equality constraints
 
const RealMatrix & linear_ineq_constraint_coeffs () const
 return the linear inequality constraint coefficients
 
void linear_ineq_constraint_coeffs (const RealMatrix &lin_ineq_coeffs)
 set the linear inequality constraint coefficients
 
const RealVector & linear_ineq_constraint_lower_bounds () const
 return the linear inequality constraint lower bounds
 
void linear_ineq_constraint_lower_bounds (const RealVector &lin_ineq_l_bnds)
 set the linear inequality constraint lower bounds
 
const RealVector & linear_ineq_constraint_upper_bounds () const
 return the linear inequality constraint upper bounds
 
void linear_ineq_constraint_upper_bounds (const RealVector &lin_ineq_u_bnds)
 set the linear inequality constraint upper bounds
 
const RealMatrix & linear_eq_constraint_coeffs () const
 return the linear equality constraint coefficients
 
void linear_eq_constraint_coeffs (const RealMatrix &lin_eq_coeffs)
 set the linear equality constraint coefficients
 
const RealVector & linear_eq_constraint_targets () const
 return the linear equality constraint targets
 
void linear_eq_constraint_targets (const RealVector &lin_eq_targets)
 set the linear equality constraint targets
 
size_t num_nonlinear_ineq_constraints () const
 return the number of nonlinear inequality constraints
 
size_t num_nonlinear_eq_constraints () const
 return the number of nonlinear equality constraints
 
const RealVector & nonlinear_ineq_constraint_lower_bounds () const
 return the nonlinear inequality constraint lower bounds
 
void nonlinear_ineq_constraint_lower_bounds (const RealVector &nln_ineq_l_bnds)
 set the nonlinear inequality constraint lower bounds
 
const RealVector & nonlinear_ineq_constraint_upper_bounds () const
 return the nonlinear inequality constraint upper bounds
 
void nonlinear_ineq_constraint_upper_bounds (const RealVector &nln_ineq_u_bnds)
 set the nonlinear inequality constraint upper bounds
 
const RealVector & nonlinear_eq_constraint_targets () const
 return the nonlinear equality constraint targets
 
void nonlinear_eq_constraint_targets (const RealVector &nln_eq_targets)
 set the nonlinear equality constraint targets
 
const Variablescurrent_variables () const
 return the current variables (currentVariables) as const reference (preferred)
 
Variablescurrent_variables ()
 return the current variables (currentVariables) in mutable form (special cases)
 
const Constraintsuser_defined_constraints () const
 return the user-defined constraints (userDefinedConstraints)
 
const Responsecurrent_response () const
 return the current response (currentResponse)
 
ProblemDescDBproblem_description_db () const
 return the problem description database (probDescDB)
 
ParallelLibraryparallel_library () const
 return the parallel library (parallelLib)
 
const String & model_type () const
 return the model type (modelType)
 
const String & surrogate_type () const
 return the surrogate type (surrogateType)
 
const String & model_id () const
 return the model identifier (modelId)
 
size_t num_primary_fns () const
 return number of primary functions (total less nonlinear constraints)
 
size_t num_secondary_fns () const
 return number of secondary functions (number of nonlinear constraints)
 
const String & gradient_type () const
 return the gradient evaluation type (gradientType)
 
const String & method_source () const
 return the numerical gradient evaluation method source (methodSource)
 
const String & interval_type () const
 return the numerical gradient evaluation interval type (intervalType)
 
bool ignore_bounds () const
 option for ignoring bounds when numerically estimating derivatives
 
bool central_hess () const
 option for using old 2nd-order scheme when computing finite-diff Hessian
 
const RealVector & fd_gradient_step_size () const
 return the finite difference gradient step size (fdGradStepSize)
 
const String & fd_gradient_step_type () const
 return the finite difference gradient step type (fdGradStepType)
 
const IntSet & gradient_id_analytic () const
 return the mixed gradient analytic IDs (gradIdAnalytic)
 
const IntSet & gradient_id_numerical () const
 return the mixed gradient numerical IDs (gradIdNumerical)
 
const String & hessian_type () const
 return the Hessian evaluation type (hessianType)
 
const String & quasi_hessian_type () const
 return the Hessian evaluation type (quasiHessType)
 
const RealVector & fd_hessian_by_grad_step_size () const
 return gradient-based finite difference Hessian step size (fdHessByGradStepSize)
 
const RealVector & fd_hessian_by_fn_step_size () const
 return function-based finite difference Hessian step size (fdHessByFnStepSize)
 
const String & fd_hessian_step_type () const
 return the finite difference Hessian step type (fdHessStepType)
 
const IntSet & hessian_id_analytic () const
 return the mixed Hessian analytic IDs (hessIdAnalytic)
 
const IntSet & hessian_id_numerical () const
 return the mixed Hessian analytic IDs (hessIdNumerical)
 
const IntSet & hessian_id_quasi () const
 return the mixed Hessian analytic IDs (hessIdQuasi)
 
void primary_response_fn_sense (const BoolDeque &sense)
 set the optimization sense for multiple objective functions
 
const BoolDeque & primary_response_fn_sense () const
 get the optimization sense for multiple objective functions
 
const RealVector & primary_response_fn_weights () const
 get the relative weightings for multiple objective functions or least squares terms
 
const ScalingOptionsscaling_options () const
 user-provided scaling options
 
short primary_fn_type () const
 get the primary response function type (generic, objective, calibration)
 
void primary_fn_type (short type)
 set the primary response function type, e.g., when recasting
 
bool derivative_estimation ()
 indicates potential usage of estimate_derivatives() based on gradientType/hessianType
 
void supports_derivative_estimation (bool sed_flag)
 set whether this model should perform or pass on derivative estimation
 
void init_comms_bcast_flag (bool icb_flag)
 set initCommsBcastFlag
 
int evaluation_capacity () const
 return the evaluation capacity for use in iterator logic
 
int derivative_concurrency () const
 return the gradient concurrency for use in parallel configuration logic More...
 
bool asynch_flag () const
 return the asynchronous evaluation flag (asynchEvalFlag)
 
void asynch_flag (const bool flag)
 set the asynchronous evaluation flag (asynchEvalFlag)
 
short output_level () const
 return the outputLevel
 
void output_level (const short level)
 set the outputLevel
 
const IntArray & message_lengths () const
 return the array of MPI packed message buffer lengths (messageLengths)
 
void parallel_configuration_iterator (ParConfigLIter pc_iter)
 set modelPCIter
 
ParConfigLIter parallel_configuration_iterator () const
 return modelPCIter
 
void auto_graphics (const bool flag)
 set modelAutoGraphicsFlag to activate posting of graphics data within evaluate/synchronize functions (automatic graphics posting in the model as opposed to graphics posting at the strategy level).
 
bool auto_graphics () const
 get modelAutoGraphicsFlag to activate posting of graphics data within evaluate/synchronize functions (automatic graphics posting in the model as opposed to graphics posting at the strategy level).
 
bool is_null () const
 function to check modelRep (does this envelope contain a letter)
 
std::shared_ptr< Modelmodel_rep () const
 returns modelRep for access to derived class member functions that are not mapped to the top Model level
 

Protected Member Functions

void assign_instance ()
 assign static pointer instance to this for use in static transformation functions
 
- Protected Member Functions inherited from RecastModel
Pecos::ProbabilityTransformation & probability_transformation ()
 return probability transformation employed by the Model (forwarded along to ProbabilityTransformModel recasting)
 
bool initialize_mapping (ParLevLIter pl_iter)
 Perform any global updates prior to individual evaluate() calls; returns true if the variables size has changed.
 
bool finalize_mapping ()
 restore state in preparation for next initialization; returns true if the variables size has changed
 
void nested_variable_mappings (const SizetArray &c_index1, const SizetArray &di_index1, const SizetArray &ds_index1, const SizetArray &dr_index1, const ShortArray &c_target2, const ShortArray &di_target2, const ShortArray &ds_target2, const ShortArray &dr_target2)
 set primaryA{C,DI,DS,DR}VarMapIndices, secondaryA{C,DI,DS,DR}VarMapTargets (coming from a higher-level NestedModel context to inform derivative est.)
 
const SizetArray & nested_acv1_indices () const
 return primaryACVarMapIndices
 
const ShortArray & nested_acv2_targets () const
 return secondaryACVarMapTargets
 
short query_distribution_parameter_derivatives () const
 calculate and return derivative composition of final results w.r.t. distribution parameters (none, all, or mixed)
 
void activate_distribution_parameter_derivatives ()
 activate derivative setting w.r.t. distribution parameters
 
void deactivate_distribution_parameter_derivatives ()
 deactivate derivative setting w.r.t. distribution parameters
 
void trans_grad_X_to_U (const RealVector &fn_grad_x, RealVector &fn_grad_u, const RealVector &x_vars)
 transform x-space gradient vector to u-space
 
void trans_grad_U_to_X (const RealVector &fn_grad_u, RealVector &fn_grad_x, const RealVector &x_vars)
 transform u-space gradient vector to x-space
 
void trans_grad_X_to_S (const RealVector &fn_grad_x, RealVector &fn_grad_s, const RealVector &x_vars)
 transform x-space gradient vector to gradient with respect to inserted distribution parameters
 
void trans_hess_X_to_U (const RealSymMatrix &fn_hess_x, RealSymMatrix &fn_hess_u, const RealVector &x_vars, const RealVector &fn_grad_x)
 transform x-space Hessian matrix to u-space
 
size_t qoi () const
 return number of unique response functions (managing any aggregations)
 
void derived_evaluate (const ActiveSet &set)
 portion of evaluate() specific to RecastModel (forward to subModel.evaluate()) More...
 
void derived_evaluate_nowait (const ActiveSet &set)
 portion of evaluate_nowait() specific to RecastModel (forward to subModel.evaluate_nowait())
 
const IntResponseMap & derived_synchronize ()
 portion of synchronize() specific to RecastModel (forward to subModel.synchronize())
 
const IntResponseMap & derived_synchronize_nowait ()
 portion of synchronize_nowait() specific to RecastModel (forward to subModel.synchronize_nowait())
 
Iteratorsubordinate_iterator ()
 return sub-iterator, if present, within subModel
 
Modelsubordinate_model ()
 return subModel
 
void active_model_key (const Pecos::ActiveKey &key)
 set key in subModel
 
void clear_model_keys ()
 remove keys in subModel
 
Modelsurrogate_model (size_t i=_NPOS)
 return surrogate model, if present, within subModel
 
const Modelsurrogate_model (size_t i=_NPOS) const
 return surrogate model, if present, within subModel
 
Modeltruth_model ()
 return truth model, if present, within subModel
 
const Modeltruth_model () const
 return truth model, if present, within subModel
 
void derived_subordinate_models (ModelList &ml, bool recurse_flag)
 add subModel to list and recurse into subModel
 
void resize_from_subordinate_model (size_t depth=SZ_MAX)
 pass request to subModel if recursing and then resize from its results
 
void update_from_subordinate_model (size_t depth=SZ_MAX)
 pass request to subModel if recursing and then update from its results
 
Interfacederived_interface ()
 return subModel interface
 
size_t solution_levels () const
 return size of subModel::solnControlCostMap
 
void solution_level_cost_index (size_t cost_index)
 activate entry in subModel::solnControlCostMap
 
size_t solution_level_cost_index () const
 return active entry in subModel::solnControlCostMap
 
RealVector solution_level_costs () const
 return cost estimates from subModel::solnControlCostMap
 
Real solution_level_cost () const
 return active cost estimate from subModel::solnControlCostMap
 
void primary_response_fn_weights (const RealVector &wts, bool recurse_flag=true)
 set the relative weightings for multiple objective functions or least squares terms and optionally recurses into subModel
 
void surrogate_function_indices (const SizetSet &surr_fn_indices)
 update the subModel's surrogate response function indices (DataFitSurrModel::surrogateFnIndices)
 
void surrogate_response_mode (short mode)
 update the subModel's surrogate response mode (SurrogateModel::responseMode)
 
short correction_type ()
 retrieve subModel's correction type
 
void correction_type (short corr_type)
 update subModel's correction type
 
const RealVector & error_estimates ()
 retrieve error estimates corresponding to the subModel
 
void build_approximation ()
 builds the subModel approximation
 
bool build_approximation (const Variables &vars, const IntResponsePair &response_pr)
 builds the subModel approximation
 
void rebuild_approximation ()
 updates a subModel approximation
 
void update_approximation (bool rebuild_flag)
 replaces data in the subModel approximation
 
void update_approximation (const Variables &vars, const IntResponsePair &response_pr, bool rebuild_flag)
 replaces data in the subModel approximation
 
void update_approximation (const VariablesArray &vars_array, const IntResponseMap &resp_map, bool rebuild_flag)
 replaces data in the subModel approximation
 
void append_approximation (bool rebuild_flag)
 appends data to the subModel approximation
 
void append_approximation (const Variables &vars, const IntResponsePair &response_pr, bool rebuild_flag)
 appends data to the subModel approximation
 
void append_approximation (const VariablesArray &vars_array, const IntResponseMap &resp_map, bool rebuild_flag)
 appends data to the subModel approximation
 
void pop_approximation (bool save_surr_data, bool rebuild_flag=false)
 remove the previous data set addition to a surrogate (e.g., due to a previous append_approximation() call); flag manages storing of surrogate data for use in a subsequent push_approximation()
 
void push_approximation ()
 push a previous approximation data state; reverse of pop_approximation
 
bool push_available ()
 query for whether a trial increment is restorable within a surrogate
 
void finalize_approximation ()
 finalize an approximation by applying all previous trial increments
 
void combine_approximation ()
 combine the current approximation with previously stored data sets
 
void combined_to_active (bool clear_combined=true)
 promote the combined approximation into the active approximation
 
void clear_inactive ()
 clear inactive approximations (finalization + combination completed)
 
std::vector< Approximation > & approximations ()
 retrieve the set of Approximations from the subModel
 
const RealVectorArray & approximation_coefficients (bool normalized=false)
 retrieve the approximation coefficients from the subModel
 
void approximation_coefficients (const RealVectorArray &approx_coeffs, bool normalized=false)
 set the approximation coefficients within the subModel
 
const RealVector & approximation_variances (const Variables &vars)
 retrieve the approximation variances from the subModel
 
const Pecos::SurrogateData & approximation_data (size_t fn_index)
 retrieve the approximation data from the subModel
 
void component_parallel_mode (short mode)
 RecastModel only supports parallelism in subModel, so this virtual function redefinition is simply a sanity check.
 
size_t mi_parallel_level_index () const
 return subModel's MI parallel level index
 
short local_eval_synchronization ()
 return subModel local synchronization setting
 
int local_eval_concurrency ()
 return subModel local evaluation concurrency
 
bool derived_master_overload () const
 flag which prevents overloading the master with a multiprocessor evaluation (request forwarded to subModel)
 
IntIntPair estimate_partition_bounds (int max_eval_concurrency)
 estimate the minimum and maximum partition sizes that can be utilized by this Model
 
void derived_init_communicators (ParLevLIter pl_iter, int max_eval_concurrency, bool recurse_flag=true)
 set up RecastModel for parallel operations (request forwarded to subModel)
 
void derived_init_serial ()
 set up RecastModel for serial operations (request forwarded to subModel).
 
void derived_set_communicators (ParLevLIter pl_iter, int max_eval_concurrency, bool recurse_flag=true)
 set active parallel configuration within subModel
 
void derived_free_communicators (ParLevLIter pl_iter, int max_eval_concurrency, bool recurse_flag=true)
 deallocate communicator partitions for the RecastModel (request forwarded to subModel)
 
void serve_run (ParLevLIter pl_iter, int max_eval_concurrency)
 Service subModel job requests received from the master. Completes when a termination message is received from stop_servers().
 
void stop_servers ()
 executed by the master to terminate subModel server operations when RecastModel iteration is complete.
 
void inactive_view (short view, bool recurse_flag=true)
 update the Model's inactive view based on higher level (nested) context and optionally recurse into subModel
 
const String & interface_id () const
 return the subModel interface identifier
 
bool evaluation_cache (bool recurse_flag=true) const
 if recurse_flag, return the subModel evaluation cache usage
 
bool restart_file (bool recurse_flag=true) const
 if recurse_flag, return the subModel restart file usage
 
int derived_evaluation_id () const
 return the current evaluation id for the RecastModel
 
void set_evaluation_reference ()
 set the evaluation counter reference points for the RecastModel (request forwarded to subModel)
 
void fine_grained_evaluation_counters ()
 request fine-grained evaluation reporting within subModel
 
void print_evaluation_summary (std::ostream &s, bool minimal_header=false, bool relative_count=true) const
 print the evaluation summary for the RecastModel (request forwarded to subModel)
 
void warm_start_flag (const bool flag)
 set the warm start flag, including the orderedModels
 
void eval_tag_prefix (const String &eval_id_str)
 set the hierarchical eval ID tag prefix More...
 
bool db_lookup (const Variables &search_vars, const ActiveSet &search_set, Response &found_resp)
 RecastModel may need to map variables, asv before DB lookup, or responses after lookup.
 
bool init_variables (const SizetArray &vars_comps_totals, const BitArray &all_relax_di, const BitArray &all_relax_dr)
 initialize currentVariables and related info from the passed size/type info
 
void init_response (size_t num_recast_primary_fns, size_t num_recast_secondary_fns, short recast_resp_order, bool reshape_vars)
 initialize currentResponse from the passed size info
 
void reshape_response (size_t num_recast_primary_fns, size_t num_recast_secondary_fns)
 Reshape the RecastModel Response, assuming no change in variables or derivative information.
 
void init_constraints (size_t num_recast_secondary_fns, size_t recast_secondary_offset, bool reshape_vars)
 initialize userDefinedConstraints from the passed size info
 
void update_from_model (Model &model)
 update current variables/bounds/labels/constraints from subModel More...
 
virtual bool update_variables_from_model (Model &model)
 update active variables/bounds/labels from subModel
 
void update_variable_values (const Model &model)
 update all variable values from passed sub-model
 
void update_discrete_variable_values (const Model &model)
 update discrete variable values from passed sub-model
 
void update_variable_bounds (const Model &model)
 update all variable bounds from passed sub-model
 
void update_discrete_variable_bounds (const Model &model)
 update discrete variable bounds from passed sub-model
 
void update_variable_labels (const Model &model)
 update all variable labels from passed sub-model
 
void update_discrete_variable_labels (const Model &model)
 update discrete variable labels from passed sub-model
 
void update_linear_constraints (const Model &model)
 update linear constraints from passed sub-model
 
void update_variables_active_complement_from_model (Model &model)
 update complement of active variables/bounds/labels from subModel
 
void update_response_from_model (Model &model)
 update labels and nonlinear constraint bounds/targets from subModel
 
void update_secondary_response (const Model &model)
 update just secondary response from subModel
 
- Protected Member Functions inherited from Model
 Model (BaseConstructor, ProblemDescDB &problem_db)
 constructor initializing the base class part of letter classes (BaseConstructor overloading avoids infinite recursion in the derived class constructors - Coplien, p. 139) More...
 
 Model (LightWtBaseConstructor, ProblemDescDB &problem_db, ParallelLibrary &parallel_lib, const SharedVariablesData &svd, bool share_svd, const SharedResponseData &srd, bool share_srd, const ActiveSet &set, short output_level)
 constructor initializing base class for derived model class instances constructed on the fly
 
 Model (LightWtBaseConstructor, ProblemDescDB &problem_db, ParallelLibrary &parallel_lib)
 constructor initializing base class for recast model instances More...
 
void initialize_distribution (Pecos::MultivariateDistribution &mv_dist, bool active_only=false)
 initialize distribution types from problemDescDB More...
 
void initialize_distribution_parameters (Pecos::MultivariateDistribution &mv_dist, bool active_only=false)
 initialize distribution parameters from problemDescDB
 
void set_ie_asynchronous_mode (int max_eval_concurrency)
 default logic for defining asynchEvalFlag and evaluationCapacity based on ie_pl settings
 
void assign_max_strings (const Pecos::MultivariateDistribution &mv_dist, Variables &vars)
 assign all of the longest possible string values into vars
 
SSCIter max_string (const StringSet &ss)
 return iterator for longest string value found in string set
 
SRMCIter max_string (const StringRealMap &srm)
 return iterator for longest string value found in string map
 
SizetMultiArrayConstView initialize_x0_bounds (const SizetArray &original_dvv, bool &active_derivs, bool &inactive_derivs, RealVector &x0, RealVector &fd_lb, RealVector &fd_ub) const
 Initialize data needed for computing finite differences (active/inactive, center point, and bounds)
 
Real forward_grad_step (size_t num_deriv_vars, size_t xj_index, Real x0_j, Real lb_j, Real ub_j)
 Compute the forward step for a finite difference gradient; updates shortStep.
 
EvaluationsDBState evaluations_db_state (const Interface &interface)
 Return the interface flag for the EvaluationsDB state.
 
EvaluationsDBState evaluations_db_state (const Model &model)
 Return the model flag for the EvaluationsDB state.
 
void asynch_eval_store (const Interface &interface, const int &id, const Response &response)
 Store the response portion of an interface evaluation. Called from rekey_response_map.
 
void asynch_eval_store (const Model &model, const int &id, const Response &response)
 Exists to support storage of interface evaluations. No-op so that rekey_response_map<Model> can be generated.
 
template<typename MetaType >
void rekey_response_map (MetaType &meta_object, const IntResponseMap &resp_map, IntIntMap &id_map, IntResponseMap &resp_map_rekey, bool deep_copy_resp=false)
 rekey returned jobs matched in id_map into resp_map_rekey; unmatched jobs are cached within the meta_object
 
template<typename MetaType >
void rekey_synch (MetaType &meta_object, bool block, IntIntMap &id_map, IntResponseMap &resp_map_rekey, bool deep_copy_resp=false)
 synchronize via meta_object and rekey returned jobs matched in id_map into resp_map_rekey; unmatched jobs are cached within the meta_object
 

Static Protected Member Functions

static void primary_resp_weighter (const Variables &sub_model_vars, const Variables &recast_vars, const Response &sub_model_response, Response &weighted_response)
 
static void primary_resp_unweighter (const Variables &recast_vars, const Variables &sub_model_vars, const Response &weighted_resp, Response &unweighted_resp)=delete
 
- Static Protected Member Functions inherited from RecastModel
static short response_order (const Model &sub_model)
 helper to compute the recast response order during member initialization
 
static String recast_model_id (const String &root_id, const String &type)
 Generate a model id for recast models.
 
- Static Protected Member Functions inherited from Model
static String user_auto_id ()
 return the next available model ID for no-ID user methods More...
 
static String no_spec_id ()
 return the next available model ID for on-the-fly methods More...
 

Static Private Attributes

static WeightingModelweightModelInstance
 static pointer to this class for use in static callbacks More...
 

Additional Inherited Members

- Static Public Member Functions inherited from Model
static void active_variables (const RealVector &config_vars, Model &model)
 set the specified configuration to the Model's inactive vars, converting from real to integer or through index to string value as needed More...
 
static void inactive_variables (const RealVector &config_vars, Model &model)
 set the specified configuration to the Model's inactive vars, converting from real to integer or through index to string value as needed More...
 
static void inactive_variables (const RealVector &config_vars, Model &model, Variables &updated_vars)
 
static void evaluate (const RealMatrix &samples_matrix, Model &model, RealMatrix &resp_matrix)
 Bulk synchronously evaluate the model for each column (of active variables) in the samples matrix and return as columns of the response matrix.
 
static void evaluate (const VariablesArray &sample_vars, Model &model, RealMatrix &resp_matrix)
 Bulk synchronously evaluate the model for each entry (of active variables) in the samples vector and return as columns of the response matrix.
 
- Protected Attributes inherited from RecastModel
Model subModel
 the sub-model underlying the transformations
 
int recastModelEvalCntr
 local evaluation id counter used for id mapping
 
IntActiveSetMap recastSetMap
 map of recast active set passed to derived_evaluate_nowait(). Needed for currentResponse update in synchronization routines.
 
IntVariablesMap recastVarsMap
 map of recast variables used by derived_evaluate_nowait(). Needed for primaryRespMapping() and secondaryRespMapping() in synchronization routines.
 
IntVariablesMap subModelVarsMap
 map of subModel variables used by derived_evaluate_nowait(). Needed for primaryRespMapping() and secondaryRespMapping() in synchronization routines.
 
IntResponseMap recastResponseMap
 map of recast responses used by RecastModel::derived_synchronize() and RecastModel::derived_synchronize_nowait()
 
IntIntMap recastIdMap
 mapping from subModel evaluation ids to RecastModel evaluation ids
 
bool nonlinearVarsMapping
 boolean set to true if the variables mapping involves a nonlinear transformation. Used in transform_set() to manage the requirement for gradients within the Hessian transformations. This does not require a BoolDeque for each individual variable, since response gradients and Hessians are managed per function, not per variable.
 
- Static Protected Attributes inherited from RecastModel
static StringStringPairIntMap recastModelIdCounters
 Counters for naming RecastModels.
 

Detailed Description

Weighting specialization of RecastModel.

Specialization of a RecastModel that manages Response weighting (could be implemented as special case of ScalingModel, but kept separate for simplicity for now). This class provides a simple constructor that forwards to the more complicated RecastModel API

Member Data Documentation

WeightingModel * weightModelInstance
staticprivate

static pointer to this class for use in static callbacks

initialization of static needed by RecastModel

Referenced by WeightingModel::assign_instance().


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