| Authors | Arya Aghili-Ashtiani, M. B. Menhaj |
|---|---|
| Journal | Journal of Intelligent & Fuzzy Systems |
| Page number | 1547-1555 |
| Serial number | 3 |
| Volume number | 26 |
| IF | 1.851 (2029) |
| Paper Type | Full Paper |
| Published At | May 2014 |
| Journal Grade | ISI |
| Journal Type | Typographic |
| Journal Country | Netherlands |
| Journal Index | https://dx.doi.org/10.3233/IFS-130838 |
Abstract
A modified fuzzy relational modeling structure is presented in this paper by proposing a fuzzy relational inner composition. This leads to an integrated framework for representing multilevel fuzzy relational equations which is able to provide multi-dimensional models of complex systems very effectively. A potentially online derivative-based identification algorithm is also presented for the proposed model. The identification procedure is based on the special t-norm-based and t-conorm-based operations leading to an easy and fast implementation of the proposed algorithm. The proposed modeling structure is customized and used for two different applications. The simulation results show high modeling capability of the proposed fuzzy relational model.
Cite this article
Aghili Ashtiani, Arya and Menhaj, Mohammad Bagher. ‘Construction and Applications of a Modified Fuzzy Relational Model’. 1 Jan. 2014 : 1547 – 1555. DOI: 10.3233/IFS-130838