Intelligenza artificiale LM 2009/2010
Course materials
- .
- Lecture slides can be downloaded from AMS Campus.
- Lab page
Additional teaching materials
The following papers are available only for teaching purposes.AI history
- . The proposal for a project that has been the origin of AI.
CSP
- . R.Barták. Constraint propagation and backtracking-based search. CP Summer school 2005.
- . R.Barták, Proceedings of CPDC 2004.
- . P.Cheesman et al., Proc. 12th IJCAI, 1991.
- . T.Hogg et al., Artificial Intelligence, n.81, 1996.
Metaheuristics
- . C.Blum, A.Roli. Metaheuristics in Combinatorial Optimization: Overview and Conceptual Comparison. ACM Computing Surveys, Vol.35, N.3, 2003. (preprint available)
- . M.Milano, A.Roli. MAGMA: A Multiagent Architecture for Metaheuristics. IEEE Trans. on Systems, Man and Cybernetics - Part B, Vol.34, Issue 2, April 2004. (preprint available)
- . A.Roli. A note on a model of local search. Technical report TR/IRIDIA/2004/23.01, IRIDIA, Université Libre de Bruxelles, Belgium.
- . M.Milano, A.Roli. Proceedings of CPAIOR 2002.
Evolutionary computation
- Book (free download, Creative Commons) on genetic programming. R. Poli, W.B. Langdon, N.F. McPhee, J. Koza. A Field Guide to Genetic Programming.
Swarm intelligence
- M. Dorigo, E. Bonabeau, G. Theraulaz. Ant algorithms and stigmergy. Future Generation Computer Systems, Vol.16, n.9, 2000.
- C. Blum. Ant colony optimization: Introduction and recent trends. Physics of Life Reviews, 2(4):353-373, 2005.
Logics
- Introduction to SAT solving algorithms. C.P. Gomes, H. Kautz, A. Sabharwal and B. Selman. Satisfiability solvers. Book chapter draft, 2007.
- . B. Kosko and S. Isaka, Fuzzy Logic. Scientific American, July 1993.