# local optimizer

A local solver proposes mono-objective optimisation with or without constraints. It uses the NLopt 
library {cite}`nlopt` and different solvers are proposed. These solvers could be distinguished with:

- Needed information: some solvers need gradient information while others use just the objective 
value.

- Constraints handling: some solvers handle constraints naturally while the others use the augmented 
Lagrangian method.