Intelligent Processing of Temporal Data Based on Hybrid Fuzzy-stochastic Models

摘要

A new approach to intelligent processing of temporal data that is based on hybrid fuzzy-stochastic models is proposed. A formal representation of a hybrid model implementing intelligent temporal data processing in the form of a composition of deterministic, stochastic, and fuzzy-logic models is considered. An analytical method for parameter identification of the hybrid model for the general case is presented; an illustrative example is given.