culebra.solution.parameter_optimization module¶
Species and solutions for parameter optimization problems.
This module supports parameter optimization problems. The possible solutions to the problem are handled by:
A
Solutionclass containing all the parameter values found for the problem.A
Speciesclass to define the characteristics that the desired parameter values should meet.
In order to make possible the application of evolutionary approaches, the
Solution class has been
extended by the Individual
class, which inherits from both
Solution and
Individual classes to provide the crossover
and mutation operators to the
Solution class.
Attributes¶
- DEFAULT_ETA = 5¶
Default value for \({\eta}\) (eta), which controls the probability distribution used in SBX and polynomial mutation.
- DEFAULT_PARAMETER_NAME = 'param'¶
Default parameter name.
