Check support of QuOCS or the corresponding optimization algorithms.

[romanwixinger]

Idea:

• We could use QuOCS or the methods that they use in this library.

Methods:

• GRAPE (GRadient Ascent Pulse Engineering) Algorithm
• dCRAB (dressed Chopped RAndom Basis) Algorithm
• AD-GRAPE (Automatic Differentiation) Algorithm
• Direct Search Algorithm, i.e. Nelder Mead, CMA-ES, etc.

Note:

• Some of these might be natively available in scipy.optimize.minimize, for example Nelder Mead.