adapt_order

Activate adaptive procedure for determining the best basis order

Specification

  • Alias: None

  • Arguments: None

  • Default: false

Description

This option activates a cross validation procedure to select the best basis order for representing the current set of data. It searches from start_order to max_order in increments of kick_order.

Default Behavior

No cross validation for basis order.

Examples

This example shows specification of an order adaptation starting at order 2, incrementing by 2, and limited at order 6.

model,
 id_model = 'FT'
 surrogate global function_train
   start_rank = 4
   adapt_order  start_order = 2  kick_order = 2  max_order = 6
   solver_tolerance   = 1e-12
   rounding_tolerance = 1e-12
 dace_method_pointer = 'SAMPLING'

Note that adapt_rank and adapt_order can either be combined or used separately.