create_fixed_structure_design
- pyoptex.doe.fixed_structure.wrapper.create_fixed_structure_design(params, n_tries=10, max_it=10000, validate=False)[source]
Creates an optimal design for the specified factors, using the parameters.
Parameters
- params
Parameters) The simulation parameters.
- n_triesint
The number of random start repetitions. Must be larger than zero.
- max_itint
The maximum number of iterations per random initialization for the coordinate-exchange algorithm. Prevents infinite loop scenario.
- validatebool
Whether to validate each state.
Returns
- Ypd.DataFrame
A pandas dataframe with the best found design. The design is decoded and denormalized.
- best_state
State The state corresponding to the returned design. Contains the encoded design, model matrix, metric, etc.
- params