Artificial Intelligence

COURSE OBJECTIVES

Learn and test advanced AI algorithms

COURSE DESCRIPTION
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.

LEARNING METHODS
Front lecture, text reading, code development

EXAMINATION INFORMATION
Mid terms, Final written exam, AI CUP

REFERENCES

• Artificial Intelligence: a modern approach. S. Russel and Peter Norvig. Prentice Hall
• Course Material in English will be provided to the students

Additional readings

• Artificial Intelligence, third edition, P.H. Winston, Addison-Wesley
• Genetic Algorithms in Search, Optimisation, and Machine Learning, Goldberg, Addison-Wesley, MA