pymoo_addon

Module containing addons for PyMOO needed in optimization algorithms.

Classes

IntegerPolynomialMutation
IntegerSimulatedBinaryCrossover
MultiObjectiveSteepestDescentHillClimberMutation	Perform a memetic subset exchange mutation.
MultiObjectiveStochasticDescentHillClimberMutation	Perform a memetic subset exchange mutation.
MultiObjectiveStochasticHillClimberMutation	Perform a memetic subset exchange mutation.
MutatorA	Randomly test nearby solutions and randomly choose one solution that non-dominates from the tested mutations.
MutatorB	Randomly test nearby solutions and randomly choose one solution that exhibits extreme values for one of the objectives.
MutatorF	Perform a memetic subset exchange mutation (Mutation F).
ReducedExchangeCrossover	Perform a subset crossover according to Correa et al. (2001).
ReducedExchangeMutation	Perform a subset exchange mutation according to Correa et al. (2001).
StochasticHillClimberMutation	Perform a memetic subset exchange mutation.
SubsetRandomSampling	Class implementing subset sampling for chromosome construction.

Functions

dominates	Test whether solution 1 dominates solution 2 using a modification for constraints.
tiled_choice