Optimization

Refer to Optimization Algorithms.

Generic optimization classes

OptimizationProblem(*args)

Base class to define an optimization problem.

NearestPointProblem(*args)

Nearest point problem.

LeastSquaresProblem(*args)

Least-squares problem.

OptimizationAlgorithm(*args)

Base class for optimization wrappers.

OptimizationResult(*args)

Optimization result.

Optimization solvers

AbdoRackwitz(*args)

Abdo-Rackwitz solver.

Bonmin(*args)

Bonmin MINLP solver.

Ceres(*args)

Interface to Ceres Solver.

CMinpack(*args)

Interface to CMinpack.

Cobyla(*args)

Constrained Optimization BY Linear Approximations solver.

Dlib(*args)

Base class for optimization solvers from the [dlib2009] library.

EfficientGlobalOptimization(*args)

Efficient Global Optimization algorithm.

Ipopt(*args)

Ipopt nonlinear optimization solver.

MultiStart(*args)

Multi-start optimization algorithm.

NLopt(*args)

Interface to NLopt.

Pagmo(*args)

Pagmo algorithms.

SQP(*args)

Sequential Quadratic Programming solver.

TNC(*args)

Truncated Newton Constrained solver.