Recurrent Interval Type-2 Fuzzy Wavelet Neural Network with Stable Learning Algorithm: Application to Model-Based Predictive Control

Tafti, Bibi Elham Fallah; Teshnehlab, Mohammad; Khanesar, Mojtaba Ahmadieh

doi:10.1007/s40815-019-00766-z

All Outputs (3)

XOR Binary Gravitational Search Algorithm with Repository: Industry 4.0 Applications (2020)
Journal Article

Industry 4.0 is the fourth generation of industry which will theoretically revolutionize manufacturing methods through the integration of machine learning and artificial intelligence approaches on the factory floor to obtain robustness and sped-up pr... Read More about XOR Binary Gravitational Search Algorithm with Repository: Industry 4.0 Applications.

Support Vector Regression for Multi-objective Parameter Estimation of Interval Type-2 Fuzzy Systems (2020)
Book Chapter

© 2020, Springer Nature Singapore Pte Ltd. This paper presents a support vector regression-based multi-objective parameter estimation method for interval type-2 fuzzy systems, which deals with prediction interval rather than its crisp output value. S... Read More about Support Vector Regression for Multi-objective Parameter Estimation of Interval Type-2 Fuzzy Systems.

Recurrent Interval Type-2 Fuzzy Wavelet Neural Network with Stable Learning Algorithm: Application to Model-Based Predictive Control (2020)
Journal Article

Fuzzy neural networks, with suitable learning strategy, have been demonstrated as an effective tool for online data modeling. However, it is a challenging task to construct a model to ensure its quality and stability for non-stationary dynamic system... Read More about Recurrent Interval Type-2 Fuzzy Wavelet Neural Network with Stable Learning Algorithm: Application to Model-Based Predictive Control.