uniform

Refine an expansion uniformly in all dimensions.

Specification

  • Alias: None

  • Arguments: None

Child Keywords:

Required/Optional

Description of Group

Dakota Keyword

Dakota Keyword Description

Required (Choose One)

Uniform Refinement Approach

increment_start_rank

candidate generation by advancement of starting rank

increment_start_order

candidate generation by advancement of starting basis order

increment_max_rank

candidate generation by advancement of maximum rank

increment_max_order

candidate generation by advancement of maximum basis order

increment_max_rank_order

candidate generation by advancement of maximum rank and maximum basis order

Description

The quadrature_order or sparse_grid_level are ramped by one on each refinement iteration until either of the two convergence controls is satisfied. For the uniform refinement case with regression approaches, the expansion_order is ramped by one on each iteration while the oversampling ratio (either defined by collocation_ratio or inferred from collocation_points based on the initial expansion) is held fixed.