![]() |
Dakota Reference Manual
Version 6.4
Large-Scale Engineering Optimization and Uncertainty Analysis
|
Choose a trend function for a Gaussian process surrogate
Alias: none
Argument(s): none
Default: reduced_quadratic
Required/Optional | Description of Group | Dakota Keyword | Dakota Keyword Description | |
---|---|---|---|---|
Required (Choose One) | Group 1 | constant | Constant trend function | |
linear | Use a linear polynomial or trend function | |||
reduced_quadratic | Quadratic polynomials - main effects only | |||
quadratic | Use a quadratic polynomial or trend function |
The only trend functions that are currently supported are polynomials.
The trend function is selected using the trend
keyword, with options constant
, linear
, or reduced_quadratic
. The reduced_quadratic
trend function includes the main effects, but not mixed/interaction terms. The Surfpack GP (See surfpack) has the additional option of (a full) quadratic
.