I don’t have anything to add to this thread because it’s not my area of expertise. However this caught my eye: It sounds like you want to optimize alpha with respect to some measure as well. Perhaps it would make sense to combine this into a larger optimization problem to get the desired alpha directly? Perhaps you’d get an even better solution for you “real” problem if you explain what the “true” objective of your code is 