DESIGN OF BACKING-UP FUZZY CONTROLLERS BASED ON VARIABLE UNIVERSE OF DISCOURSE
| العنوان: | DESIGN OF BACKING-UP FUZZY CONTROLLERS BASED ON VARIABLE UNIVERSE OF DISCOURSE |
|---|---|
| المؤلفون: | Wen Long, Zuqiang Long, Xiaobo Yi, Yan Yuan |
| المصدر: | International Journal on Smart Sensing and Intelligent Systems, Vol 6, Iss 2 (2013) Scopus-Elsevier |
| بيانات النشر: | Zenodo, 2013. |
| سنة النشر: | 2013 |
| مصطلحات موضوعية: | fuzzy system, Fuzzy rule, business.industry, lcsh:T, Mathematics::General Mathematics, Intelligent decision support system, backing-up, Fuzzy logic, lcsh:Technology, Set (abstract data type), Variable (computer science), variable universe of discourse, Control and Systems Engineering, Control theory, Fuzzy controller, Lookup table, lcsh:Technology (General), lcsh:T1-995, Domain of discourse, Artificial intelligence, ComputingMethodologies_GENERAL, Electrical and Electronic Engineering, business, Mathematics |
| الوصف: | Fuzzy controllers with variable universe of discourse (VUD) have been applied in many fields of intelligent controlling because of their high-accuracy performance. This paper provides a lookup table method to design backing-up fuzzy controllers based on VUD. By setting a set of random start points, input–output data pairs are obtained using test-driving method. One data pair defines one fuzzy rule and also assigns the strength of every fuzzy rule. Conflicting fuzzy rule groups are integrated into INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS VOL. 6, NO. 2, APRIL 2013 one fuzzy rule by selecting the one with the maximum strength. A fuzzy rule table is built by the fuzzy rules deduced from input–output data pairs. Simulation experiments show that the VUD fuzzy controller outperforms the general fuzzy controller in accuracy at the final position of the parking lot. |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bdd879d5169e7f24ccaed9b44a8e1372 https://zenodo.org/record/1148310 |
| Rights: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....bdd879d5169e7f24ccaed9b44a8e1372 |
| قاعدة البيانات: | OpenAIRE |
| الوصف غير متاح. |