| Name | Description | Type | Package | Framework |
| MutatePerturb | A simple mutation based on random numbers. | Class | org.encog.ml.genetic.mutate | HeatonReasearch |
| MutateShuffle | A simple mutation where genes are shuffled. | Class | org.encog.ml.genetic.mutate | HeatonReasearch |