Optimization and root finding (scipy.optimize
)¶
Optimization¶
Local Optimization¶
The minimize
function supports the following methods:
The minimize_scalar
function supports the following methods:
The specific optimization method interfaces below in this subsection are not recommended for use in new scripts; all of these methods are accessible via a newer, more consistent interface provided by the functions above.
General-purpose multivariate methods:
Constrained multivariate methods:
Univariate (scalar) minimization methods:
Equation (Local) Minimizers¶
Global Optimization¶
Rosenbrock function¶
Fitting¶
Root finding¶
Linear Programming¶
Simplex Algorithm:
The linprog
function supports the following methods:
Assignment problems: