In the DEAP algorithms (see documentation here), I notice that we need to specify the the number of generations (NGEN). I was advised that convergence has been achieved if the Pareto curve is smooth. How can I monitor for convergence in DEAP?
Update: It is possible to monitor for convergence by specifying a "smoothness" value in the stats. However, I'm still confused about how to define "smoothness". For example, consider the Knapsack problem specified here. How do we monitor for smoothness in this example?
