Mathematical formulation of optimization problems.
- Linear programming of real numbers, graphic method, simplex methods.
- Penalization methods, in two steps.
- Sensitivity analysis and linear parametric programming, duality.
- Programming in integers.
- Dynamic programming.
- Models of transport and graph (maximum flow, shortest route).
- Nonlinear programming (with or without constraints, Lagrangian relaxation).