Sumários

Hybrid Systems

20 junho 2022, 14:00 Joao Paulo Carvalho

Hybrid Systems: Introduction; Neural Fuzzy Systems; ANFIS; Genetic Fuzzy Systems; GANN


Swarm Intelligence: Particle Swarm Optimization; Ant Colony Optimization

6 junho 2022, 14:00 Joao Paulo Carvalho

Swarm Intelligence: Particle Swarm Optimization (History; Description; Implementation); Ant Colony Optimization (History; Description; Variants; Implementation; Applications); Other Swarm Intelligence Algorithms.


Evolutionary Algorithms

30 maio 2022, 14:00 Joao Paulo Carvalho

Evolutionary Algorithms: Initialization; Fitness Function. Selection; Crossover; Mutation; Termination. Examples; Implementation; Considerations and Conclusions


Evolutionary Algorithms

23 maio 2022, 14:00 Joao Paulo Carvalho

Evolutionary Computation: Introduction
Evolutionary algorithms: Genetic algorithms overview; The Hamburger Restaurant Problem 
Evolutionary Algorithms: Encoding.


Fuzzy Sets and Systems (cont.)

16 maio 2022, 14:00 Joao Paulo Carvalho

Fuzzy Systems: Fuzzy inference and Fuzzy Rules. Fuzzy Inference Systems: Mandani Fuzzy Models; Takagi-Sugeno Fuzzy Models.
Implementation of a Fuzzy Expert System using a case study. Fuzzy Systems "made easy". Combinatorial Rule explosion. 

Fuzzy Modelling: Generating Fuzzy Systems from Data (overview)
Conclusions.