lib_scalable module¶
Build a diagonal DOE for scalable model construction.
- class gemseo.algos.doe.lib_scalable.DiagonalDOE[source]
Bases:
DOELibrary
Class used to create a diagonal DOE.
- descriptions: dict[str, AlgorithmDescription]
The description of the algorithms contained in the library.
- eval_jac: bool
Whether to evaluate the Jacobian.
- internal_algo_name: str | None
The internal name of the algorithm used currently.
It typically corresponds to the name of the algorithm in the wrapped library if any.
- opt_grammar: JSONGrammar | None
The grammar defining the options of the current algorithm.
- problem: OptimizationProblem
The optimization problem the driver library is bonded to.
- samples: RealArray
The design vector samples in the design space.
The design space variable types stored as dtype metadata.
To access those in the unit hypercube, use
unit_samples
.
- unit_samples: RealArray
The design vector samples projected in the unit hypercube.
In the case of a design space of dimension \(d\), the unit hypercube is \([0,1]^d\).
To access those in the design space, use
samples
.