Catedra de Calculatoare, Facultatea de Automatica si Calculatoare                            Laborator AI-MAS
                                  Universitatea "Politehnica" Bucuresti

 

Sisteme de Programe pentru Timp Real
Anul IV Sectia Calculatoare C2
Anul universitar 2007-2008

                                  Profesor: Adina Magda Florea, EF201, Corp EF (Catedra de Calculatoare)

                                  Curs: Luni 14-17, EC105
  

                          Programa analitica
                                  Curs
                                  Algoritmi de prelucrare a sirurilor de caractere
                                  Tehnici de criptare - decriptare
                                  Retele neurale
                                  Algoritmi genetici
                                  Retele Bayesiene

                                  Invatare prin recompensa

 

                          Materiale curs
                                  Curs_1 (Alg Siruri)  Curs_2 (Criptare)  Curs 3 (RN Hopfield)  Curs 4 (RN Perceptron)

                                  Curs 5 (RN backprop)          Curs 6 (Algoritmi genetici)   Curs 7 si 8 (Programare genetica si GAIA)

                                  Curs 9 (Algoritmi genetici hibrizi)     Curs 10 (Retele Bayesiene)    Curs 11 si 12 (Invatarea prin recompensa)

 

                                  Cursuri in format electronic

 

                          Cerinte

                     Prezenta la laborator: min. 6 sedinte de laborator
                     Tema de semestru
                     Rezolvarea temelor fixate la laborator
                     Examen final

 

                          Notare

                     Examen final: 50%
                     Laborator (inclusiv temele de casa): 30%
                     Tema de casa: 20%

 

                          Resurse Web

                                  Resurse prelucrare siruri caractere

                                  Algoritmi de prelucrare siruri, inclusiv animatii Java

 

                                  Resurse criptografie
                                  Curs criptografie
                                  Curs introducere in criptografie
                                  Algoritmul RSA

                                  PGP - prezentare, freeware

 

                                  Resurse retele neurale artificiale (ANN)
                                  Tutorial ANN, o prima introducere
                                  Curs retelene neurale
                                  "The Cascade Correlation Learning Algorithm" by Scott Fahlman and Christian Lebiere
                                  Simulator foarte bun, open source, include documentatie si algoritmi - Stuttgart Neural Network Simulator
                                  Drum sound recognition