Optimization problem

This module implements classes for representing optimization problems tackled by COBYQA.

Function(fun, verbose, store_f_hist, ...)	Base class for objective and constraints functions.
Constraints()	Base class for constraints.
ObjectiveFunction(fun, verbose, store_hist, ...)	Real-valued objective function.
BoundConstraints(xl, xu)	Bound constraints xl <= x <= xu.
LinearConstraints(a, b, is_equality, debug)	Linear constraints a @ x <= b or a @ x == b.
NonlinearConstraints(fun, is_equality, ...)	Nonlinear constraints fun(x) <= 0 or fun(x) == 0.
Problem(obj, x0, bounds, linear_ub, ...)	Optimization problem.