grape.fault_diagnosis.FaultDiagnosis.fitness_evaluation_parallel

FaultDiagnosis.fitness_evaluation_parallel(pop, perturbed_nodes, initial_condition)

Wrapper for fitness evaluation. This methods spawns the processes for fitness evaluation and collects the results.

Parameters

• pop (list) – list of individuals.

• perturbed_nodes (list) – nodes(s) involved in the perturbing event.

• initial_condition (dict) – initial status (boolean) for the graph switches.

Returns

list of tuples constituted by the index of the individual, the individual itself, and its fitness.

Return type

list