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Bounds constraint on the variables.
The constraint has the general inequality form::
lb <= x <= ub
It is possible to use equal bounds to represent an equality constraint or
infinite bounds to represent a one-sided constraint.
Parameters
----------
lb, ub : array_like
Lower and upper bounds on independent variables. Each array must
have the same size as x or be a scalar, in which case a bound will be
the same for all the variables. Set components of `lb` and `ub` equal
to fix a variable. Use ``np.inf`` with an appropriate sign to disable
bounds on all or some variables. Note that you can mix constraints of
different types: interval, one-sided or equality, by setting different
components of `lb` and `ub` as necessary.
keep_feasible : array_like of bool, optional
Whether to keep the constraint components feasible throughout
iterations. A single value set this property for all components.
Default is False. Has no effect for equality constraints.
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