Hybrid Competitive Learning Method Using the Fireworks Algorithm and Artificial Neural Networks by Fevrier Valdez , Juan Barraza , Patricia MelinEnglish | PDF EPUB (True) | 2023 | 112 Pages | ISBN : 3031477111 | 10 MB
This book focuses on the fields of neural networks, swarm optimization algorithms, clustering and fuzzy logic. This book describes a hybrid method with three different techniques of intelligence computation: neural networks, optimization algorithms and fuzzy logic. Within the neural network techniques, competitive neural networks (CNNs) are used, for the optimization algorithms technique, we used the fireworks algorithm (FWA), and in the area of fuzzy logic, the Type-1 Fuzzy Inference Systems (T1FIS) and the Interval Type-2 Fuzzy Inference Systems (IT2FIS) were used, with their variants of Mamdani and Sugeno type, respectively.