full_recursion

Perform a full recursion of all admissible DAGs for a given model ensemble

Specification

• Alias: None

• Arguments: None

Description

A full recursion includes admissible directed acyclic graphs (DAGs) up to maximum depth and is equivalent to a partial_recursion with a depth_limit equal to the number of approximation models.

Examples

method,
    model_pointer = 'ENSEMBLE'
    approximate_control_variate acv_mf
      pilot_samples = 25 seed = 8674132
      search_model_graphs full_recursion
      max_function_evaluations = 500

Theory

Refer to [BLWL22] for additional details on generalized ACV recursion.