O estudo sobre a utilização de Árvores de Decisão combinadas com as Redes Neurais e a Teoria Fuzzy tem aplicação em diversos problemas da área da aprendizagem computacional. O desenvolvimento das pesquisas nessas áreas tem sido grande, com aplicações utilizando as técnicas isoladas ou combinadas.
Como continuação deste trabalho podem ser citadas as seguintes linhas de pesquisas:
1. Utilização de Algoritmos Genéticos (AG) para a escolha da melhor função de pertinência para os atributos das árvores de decisão fuzzy.
2. Utilização de um “Otimizador genético” para a escolha dos atributos mais relevantes para a construção das árvores de decisão.
3. Estudar os parâmetros do processo para minimizar os danos causados pela baixa qualidade da matéria-prima
4. Estudar as diversas etapas do processo de fabricação do vidro e a utilização de uma otimização global para os parâmetros de produção, visando melhorar os índices de qualidade (redução dos defeitos).
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