Fuzzy Neural Networks for Evaluating the Creditworthiness of the Borrowers

摘要

The problem of assessing the creditworthiness of the borrower is considered. The application of fuzzyneural networks for this problem solution, fuzzy neural networks TSK and Mamdani was suggested. Theexperimental investigations of application of these networks for our task were carried out and comparison withclassical methods was performed. The modification of adaptation and learning algorithms of fuzzy neuralnetworks was suggested.