Optimization

brute	Minimize a function over a given range by brute force.
brentq	Find a root x0 of a function f in a bracketing interval [a, b] using Brent's method.
fmin	Use a Nelder-Mead simplex algorithm to find the minimum of function of one or more variables.
fminBFGS	Minimize a function using the BFGS algorithm.
fminLBFGSB	Minimize a function func using the L-BFGS-B algorithm.
fminNCG	Perform unconstrained minimization of a function using the Newton-CG method.
fminSLSQP	Minimize a function using Sequential Least Squares Programming.
linprog	Solve the following optimization problem with a linear objective function and a set of linear constraints.
osqp	Solve the following optimization problem with a quadratic objective function and a set of linear constraints.
qclp	Solve the following optimization problem with a linear objective function and a set of constraints including a quadratic constraint.
quadprog	Solve the following optimization problem with a quadratic objective function and a set of linear constraints.
scs	Solve the following optimization problem for the objective function with given constraints:
solve	It generates the vector b that solves X*b=Y.
socp	Solve SOCP problems and calculate the minimum of the objective function under specified constraints.