The aim of the course is to train people able to apply evolutionary programming techniques and swarm intelligence in areas where there may also be multiple objectives to evaluate the result of the optimization.
Optimization for Artificial Intelligence
Learning Goals
Program in pills
Optimization through a set of bio-inspired techniques: evolutionary techniques (genetic algorithms, genetic programming) and swarm intelligence (particle swarm optimization) also combined with other machine learning methods (e.g., neuroevolution).
Area
Mathematical and statistical modelling
Curriculum Foundations
TAF Type
Curriculum Industry
TAF Type
Curriculum Health
TAF Type
Curriculum Economy
TAF Type
SSD
ECTS
Semester
Lecturers
Luca Manzoni