Dakota Reference Manual
Version 6.12
Explore and Predict with Confidence

Number of field objective functions
Alias: num_field_objectives
Argument(s): INTEGER
Child Keywords:
Required/Optional  Description of Group  Dakota Keyword  Dakota Keyword Description  

Required  lengths  Lengths of field responses  
Optional  num_coordinates_per_field  Number of independent coordinates for field responses  
Optional  read_field_coordinates  Add context to data: flag to indicate that field coordinates should be read 
This keyword describes the number of field objective functions. A field function is a set of related response values collected over a range of independent coordinate values which may or may not be specified by the user. For example, voltage over time would be a field function, where voltage is the field_objective
and time is the independent coordinate. Similarly, temperature over time and space would be a field response, where the independent coordinates would be both time and spatial coordinates such as (x,y) or (x,y,z), depending on the application. The main difference between scalar objectives and field objectives is that for field data, we plan to implement methods that take advantage of the correlation or relationship between the field values.
Note that if there is one field_objective
, and it has length 100 (meaning 100 values), then the user's simulation code must return 100 values. Also, if there are both scalar and field objectives, the user should specify the number of scalar objectives as scalar_objectives
. If there are only field objectives, it still is necessary to specify both objective_functions
= NN and field_objectives
= NN, where NN is the number of field objectives.
Objective functions are responses that are used with optimization methods in Dakota. Currently, each term in a field objective is added to the total objective function presented to the optimizer. For example, if you have one field objective with 100 terms (e.g. a timetemperature trace with 100 time points and 100 corresponding temperature points), the 100 temperature values will be added to create the overall objective.
These keywords may also be of interest: