A Functional Networks-Type-2 Fuzzy Logic Hybrid Model for the Prediction of Porosity and Permeability of Oil and Gas Reservoirs

• Published in: 2010 Second International Conference on Computational Intelligence, Modelling and Simulation pp. 193 - 198
• Main Authors: Anifowose, F A, Abdulraheem, A
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.09.2010
• Subjects: computational intelligence; Computational modeling; functional networks; Fuzzy logic; hybrid model; Permeability; Petroleum; petroleum reservoir characterization; Predictive models; Reservoirs; Training

A hybrid computational intelligence model, integrating the least-squares fitting algorithm of Functional Networks with Type-2 Fuzzy Logic System, is presented. The hybrid model capitalizes on the capability of the least-squares fitting algorithm to reduce the dimensionality of input data while selec...