This is a meta issue where we collect things that are hard or impossible with the current internal algorithm interface. If we collect enough issues, we hopefully see similarities and can address them. Most issues we know so far come from algorithm specific options that are related to the params (e.g. an initial simplex or an initial population). Users should be able to specify those in the external parameter space the algorithms need them in a flat array format.