It should also be noted that in general the solutions of the optimization problems such as inverse problem 1a or 2a are still nonunique.
The number of optimization solutions can be both finite and infinite.
In the former case, some global optimization techniques are often needed.
In the latter case, there is a need to use further priori information to add some constraints to obtain a unique solution.