| Issue |
MATEC Web Conf.
Volume 79, 2016
VII Scientific Conference with International Participation “Information-Measuring Equipment and Technologies” (IME&T 2016)
|
|
|---|---|---|
| Article Number | 01065 | |
| Number of page(s) | 6 | |
| DOI | https://doi.org/10.1051/matecconf/20167901065 | |
| Published online | 11 October 2016 | |
A Synergistic Effect in the Measurement of Neuro-Fuzzy System
National research Tomsk state University, 634050, Tomsk, Russia
* Corresponding author: gsv@mail.tsu.ru
We consider a new type of hybrid neuro-fuzzy system based on fuzzy and neural computing in hierarchical sequential structure, the total effect exceeds the effect of each component separately. The proposed system can be applied to multi-criteria analysis, automatic classification on signs and obtain evidence-based estimates of the efficiency of scientific and technical solutions and technologies, engineering and robotics. An example of a neuro-fuzzy system measuring the intensity of the emotions of a robot, with the extraction of diagnostic decision rules “If & then”.
© The Authors, published by EDP Sciences, 2016
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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