Intelligent Systems

Objectifs

This course is heterogeneous since it groups together three parts :

At the end of this module, students are expected to be able to …

[AI-PS]

Develop programs that integrate

-       A* algorithm for searching the best action plan in a problem-state space

-       Algorithm AO* for problem decomposition graphs (and/or graphs, hypergraphs)

-       Algorithms for 2 players games : minmax, negamax, alphabeta,

[SW part]

Define the major issues of the semantic web.

Understand the RDF graph model and its use for describing web resources and their metadata.

Design ontologies for knowledge representation, with the OWL language.

Develop an application that access to some ontology and infers new knowledge through a reasoning.

[MH Part]

Know the main classes of discrete decision problems and optimization problems.

Apply three main classes of metaheuristics :

- Local search methods

- Evolutionary methods

- Hybrid methods

Pré-requis

Évaluation

L’évaluation des acquis d’apprentissage est réalisée en continu tout le long du semestre. En fonction des enseignements, elle peut prendre différentes formes : examen écrit, oral, compte-rendu, rapport écrit, évaluation par les pairs…