SpaceFilling¶
- class SpaceFilling(*args)¶
Space filling computation base class.
Notes
Compute a space filling criterion for a design, e.g. a metric that underlines how points fill the uniform space.
Methods
evaluate
(sample)Compute the criterion for a specific design.
Accessor to the object's name.
getId
()Accessor to the object's id.
Accessor to the underlying implementation.
getName
()Accessor to the object's name.
Minimization flag accessor.
perturbLHS
(oldDesign, oldCriterion, row1, ...)Elementary perturbation.
setName
(name)Accessor to the object's name.
- __init__(*args)¶
- evaluate(sample)¶
Compute the criterion for a specific design.
- Parameters:
- design
Sample
or 2d array like The design
- design
- Returns:
- value: float
The computed criterion
- getClassName()¶
Accessor to the object’s name.
- Returns:
- class_namestr
The object class name (object.__class__.__name__).
- getId()¶
Accessor to the object’s id.
- Returns:
- idint
Internal unique identifier.
- getImplementation()¶
Accessor to the underlying implementation.
- Returns:
- implImplementation
A copy of the underlying implementation object.
- getName()¶
Accessor to the object’s name.
- Returns:
- namestr
The name of the object.
- isMinimizationProblem()¶
Minimization flag accessor.
- Returns:
- isMinimizationbool
Whether the problem is a minimization.
- perturbLHS(oldDesign, oldCriterion, row1, row2, column)¶
Elementary perturbation.
- Parameters:
- design
Sample
The design to perturb (in-place)
- oldCriterionfloat
The previous value of the criterion
- row1int
First row index
- row2int
Second row index
- design
- Returns:
- criterionfloat
The value of the criterion
- setName(name)¶
Accessor to the object’s name.
- Parameters:
- namestr
The name of the object.