basis_type

Specify the type of basis truncation to be used for a Polynomial Chaos Expansion.

Specification

  • Alias: None

  • Arguments: None

Child Keywords:

Required/Optional

Description of Group

Dakota Keyword

Dakota Keyword Description

Required (Choose One)

PCE Basis Type

tensor_product

Use a tensor-product index set to construct a polynomial chaos expansion.

total_order

Use a total-order index set to construct a polynomial chaos expansion.

adapted

Use adaptive basis selection to choose the basis terms in a polynomial chaos expansion.

Description

Specify the type of basis truncation that determines the terms that are included within a Polynomial Chaos Expansion. Options include tensor-product, total-order, and adapted.