Below the chapters in english that are a rough translation from the italian notes of the main topics, so that they not include any in-depth. For more details you can consider additional references that you find listed in the Lecture.
- Chapter 1: optimization problems
- Chapter 2:convex analysis
- Chapter 3: optimality conditions - generalities, unconstrained case
- Chapter 4: optimality over a convex set
- Chapter 5: optimality over a polyhedron (1st part)
- Chapter 6: alternative theorems and KKT conditions
- Chapter 7: duality in LP
- Chapter 8: Theory of LP
- Chapter 9: Basic of the simplex method
- Chapter 10: Basics of ILP
You can find teaching notes (in italian) in the file dispense_2015-16.pdf