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
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.