Optimization Methods and Game Theory

Online Repository

Material • Exercise • Exams

This project was created with the main object of create a complete repository with all the University of Pisa Material to study for the course of Optimization Methods and Game Theory. You can take a look at the final Documentation on this link and the wiki report here

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Exercise

• Ch. 1. Preliminaries on convex sets and convex functions:
  • Solutions:
    • 1.1.m (Check on Github) (Download)
    • 1.2.m (Check on Github) (Download)
    • 1.3.m (Check on Github) (Download)
• Ch. 2. Existence of optimal solutions and optimality conditions:
  • Solutions:
    • 2.1.m (Check on Github) (Download)
• Ch. 3. Lagrangian duality:
  • Solutions:
• Ch. 4. Support Vector Machines for classification problems:
  • Solutions:
    • 4.1.m (Check on Github) (Download)
    • 4.2.m (Check on Github) (Download)
    • 4.4.m (Check on Github) (Download)
    • 4.5.m (Check on Github) (Download)
• Ch. 5. Regression problems:
  • Solutions:
    • 5.1.m (Check on Github) (Download)
    • 5.2.m (Check on Github) (Download)
    • 5.3.m (Check on Github) (Download)
    • 5.4.m (Check on Github) (Download)
    • 5.5.m (Check on Github) (Download)
    • 5.6.m (Check on Github) (Download)
• Ch. 6. Clustering problems:
  • Solutions: 6.1.m (Check on Github) (Download) – 6.2.m (Check on Github) (Download)
• Ch. 7. Solution methods for unconstrained optimization problems:
  • Solutions: 7.1.m (Check on Github) (Download) – 7.2.m (Check on Github) (Download) – 7.3.m (Check on Github) (Download) – 7.4.m (Check on Github) (Download) – 7.5.m (Check on Github) (Download)
• Ch. 8. Solution methods for constrained optimization problems:
  • Solutions:
    • 8.2.m (Check on Github) (Download) – 8.3.m (Check on Github) (Download)
• Ch 9. Multiobjective optimization problems:
  • Solutions:
    • 9.1.m (Check on Github) (Download)
    • 9.4.m (Check on Github) (Download)
    • 9.5.m (Check on Github) (Download)
    • 9.6.m (Check on Github) (Download)
    • 9.7.m (Check on Github) (Download)
• Ch. 10. Noncooperative game theory:
  • Solutions:
    • 10.2.m (Check on Github) (Download)
    • 10.5.m (Check on Github) (Download)

Exams

• Exam_1.m (Check on Github) (Download)
• Exam_2.m (Check on Github) (Download)
• Exam_3.m (Check on Github) (Download)
• Exam_11.m (Check on Github) (Download)
• Exam_16.m (Check on Github) (Download)