Multilayer Perceptrons Constructed of Fuzzy Flip-Flops
Title | Multilayer Perceptrons Constructed of Fuzzy Flip-Flops |
Publication Type | Conference Paper |
Year of Publication | 2009 |
Publication Language | English |
Pagination | 9-14 |
Authors | Lovassy, R., L. T. Kóczy, and L. Gál |
Conference Name | 4th International Symposium on Computational Intelligence and Intelligent Informatics, ISCIII |
Conference Location | Egypt |
Abstract | The target of this paper is to propose a hybrid combination of the three main branches of Computational Intelligence, namely Fuzzy Systems, Neural Networks and Evolutionary Computing. The function approximation properties of fuzzy J-K and D flip-flops based feedforward neural network optimized and trained with a novel evolutionary algorithm based technique; the Bacterial Memetic Algorithm with Modified Operator Execution Order (BMAM) is studied. |