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Lunedì 2 Maggio 2016, ore
11.00, Aula 0.6,
Prof. Andrea Roli, "An introduction to genetic algorithms and genetic programming"
In this seminar, I will introduce the basic principles and concepts of genetic algorithms (GAs) and genetic programming (GP). These techniques are two representative problem solving methods in the area of evolutionary computation, which is inspired by evolutionary theories. GAs and GP are used to automatically solve problems in optimization, design and control. Notable results have been indeed achieved in several engineering fields and in artificial intelligence.
The first part of the talk will be devoted to an introduction of the fundamental principles of GAs. The main GA high-level algorithmic scheme will be illustrated, along with its main components. I will briefly survey the simplest version of a GA and provide an outlook to more elaborated versions, along with some representative examples. Subsequently, GP will be introduced as a generalization of the former technique and some successful examples of its application will be outlined.
Lucidi:
Alcuni articoli di interesse:- A Genetic Programming Tutorial, by Koza and Poli
- Genetic Algorithms, by Holland
- Ant Colony Optimization, by Roli
- Swarm Smarts, by Bonabeau and Theraulaz
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Lunedì
16 Maggio 2016, ore 11.00, Aula 0.6,
Prof. Roberto Basili, "Elaborazione del Linguaggio Naturale: tra il Ragionamento e l'Apprendimento delle macchine"
- Elaborazione del Linguaggio Naturale: Interpretazione, Ragionamento automatico e Apprendimento delle macchine
- Semantic Analysis in Prolog
Lucidi:
Sono poi disponibili, su richiesta, i sorgenti Prolog del Prof. Basili, usati per la demo di analisi linguistica per frasi in italiano.
- Martedì 24 Maggio, ore 9.00, Aula 2.5, Ing. Federico Chesani, "Introduzione a Semantic Web"
Lucidi: