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in a given portfolio. Mutation Intensity: Specifies the magnitude of the change when a mutation occurs. Spontaneous Generation Rate: Indicates the portion of new, randomly generated variations in each optimization cycle. Fitness Function: Describes the specific performance measure we aim to