Optimization function similarly to Matlab’s fmincon

Take a look at this post: Optimization, root finding, and nonlinear equation solving

For constrained optimization, you would need something like SLSQP (free), SNOPT (not free) or VF13AD (freely available for download). IPOPT (free, non-trivial to compile though) is C++ but has a Fortran interface that works.

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