Mathematical Optimization for Engineers

 

1. Mathematical basics of optimization 0 1
2. Unconstrained optimization
3. Constrained optimization: linear programs
4. Nonlinear and mixed-integer programs
5. Global optimization
6. Dynamic optimization
7. Machine learning for optimization
8. Optimization under uncertainty