In general, one should keep the mutation rate really low to allow the population slowly change over time. High mutation rate will lead to local optima quickly b

In general, one should keep the mutation rate really low to allow the population slowly change over time. High mutation rate will lead to local optima quickly but also very hard to get out. Low mutation rate will require significant more generations but in general result in better adaptation.