Neural and Evolutionary Computing


  Overview | Contents | Prerequisites | Course materials (in romanian) Lab activity (in romanian) |
  Projects( in romanian) | Bibliography | Links

 Overview:

This is a one-semester course for master students in  Computer Science. The aim of  the course is to present topics related with neural and evolutionary computing.

Contents:


Prerequisites:


Course materials (in romanian)

 Curs1:  Calcul neuronal si calcul evolutiv  (8.10.2003) (pdf)
 Curs2 :  Rezolvarea problemelor de asociere cu retele neuronale feedforward (15.10.2003) (pdf)
 Curs3   Rezolvarea problemelor de optimizare cu retele neuronale (22.10.2003) (pdf)
 Curs4 :  Algoritmi aleatori de optimizare. Simulated Annealing (29.10.2003) (pdf). Anexa: Simularea variabilelor aleatoare (ps, pdf)
 Curs5 :  Algoritmi genetici. Structura generala si operatori genetici (5.11.2003) (pdf)
 Curs6 :  Algoritmi genetici. Proprietati si aplicatii (12.11.2003) (pdf)
 Curs 7  Strategii evolutive. Operatori specifici si variante (19.11.2003) (pdf)
Curs 8: Programare evolutiva si programare genetica. (26.11.2003) (pdf)
Curs 9: Modele distribuite in calculul evolutiv (3.12.2003) (pdf)
Curs 10-11: Proiectarea evolutiva a retelelor neuronale


Lab activity (in romanian)

 Tema 1  :  Rezolvarea unei probleme de asociere folosind retele neuronale si algoritmi evolutivi
Tema 2 :  Rezolvarea unei probleme de optimizare combinatoriala cu tehnici neuronale si evolutive

Projects

 

Bibliography:

Related books at BCUT (http://www.bcut.ro/):

Links:

Neural computing

Evolutionary computing:

                                                                                                                        Last update: october 2003

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