Gradient-Free-Optimizers
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Implement UOBYQA (Unconstrained Optimization BY Quadratic Approximations)
Implement the UOBYQA algorithm, which constructs a quadratic approximation of the objective function using interpolation at a set of points. It is a derivative-free method for unconstrained optimization.
For information about the mathematical background see #73.