Learn and test advanced AI algorithms
Reasoning, learning, searching for new information are key factors in any modern computer system. The goal of this course is to investigate advanced search and meta-heuristics models and algorithms that are useful solve problems of increasing complexity. These are important tools to allow the student to practically and theoretically analyze and solve also real life situations. The course include the AI Cup competition, where students develop and test meta-heuristics algorithms on combinatorial optimization problem instances.
Front lecture, text reading, code development
Mid terms, Final written exam, AI CUP
- Artificial Intelligence: a modern approach. S. Russel and Peter Norvig. Prentice Hall
- Course Material in English will be provided to the students
- Artificial Intelligence, third edition, P.H. Winston, Addison-Wesley
- Genetic Algorithms in Search, Optimisation, and Machine Learning, Goldberg, Addison-Wesley, MA