Application of the Methods of Complexation of Analogs and Fuzzy Logic for Prediction of Some Operation Metrics

Abstract

We suggest usage of the methods of complexation of analogs, the Mamdani controller for analysis and prediction of metrics for estimation of activity of staff of software maintenance department. We developed software, which realizes this technique as well as the method of exponential smoothing, which is used for comparison of productivity and quality of prediction. The conducted experiments showed high efficiency of the methods. Recommendations for methods usage for prediction of different samplings are adduced.