Type-3 Fuzzy System-Based Intelligent Control Approaches and Applications
Type-3 fuzzy logic has been recently used in many control methods. The type-3 fuzzy controller enhances the handling of uncertainty and improves robustness by integrating fuzzy sets with fuzzy membership functions. The latest approaches using type-3 fuzzy logic in the field of control are studied an...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2025-01-01
|
| Series: | Advances in Fuzzy Systems |
| Online Access: | http://dx.doi.org/10.1155/adfs/6661495 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850048279420600320 |
|---|---|
| author | Turki Y. Abdalla AbdulKareem Y. Abdalla Adala M. Chyaid |
| author_facet | Turki Y. Abdalla AbdulKareem Y. Abdalla Adala M. Chyaid |
| author_sort | Turki Y. Abdalla |
| collection | DOAJ |
| description | Type-3 fuzzy logic has been recently used in many control methods. The type-3 fuzzy controller enhances the handling of uncertainty and improves robustness by integrating fuzzy sets with fuzzy membership functions. The latest approaches using type-3 fuzzy logic in the field of control are studied and evaluated. An overview of developments in control methods based on type-3 fuzzy logic is also provided. It is shown that type-3 fuzzy system has many advantages compared to type-1 and type-2 fuzzy. The advantages and challenges of using type-3 fuzzy logic are identified and discussed. The studies are classified according to the type of control approach, as well as by the type of control applications. Finally, the main achievements, open challenges, and future directions and impacts are identified, to provide important guidance for interested researchers. |
| format | Article |
| id | doaj-art-e646834eb3954f8c92efea2db80324ab |
| institution | DOAJ |
| issn | 1687-711X |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Fuzzy Systems |
| spelling | doaj-art-e646834eb3954f8c92efea2db80324ab2025-08-20T02:54:00ZengWileyAdvances in Fuzzy Systems1687-711X2025-01-01202510.1155/adfs/6661495Type-3 Fuzzy System-Based Intelligent Control Approaches and ApplicationsTurki Y. Abdalla0AbdulKareem Y. Abdalla1Adala M. Chyaid2Department of Computer EngineeringDepartment of Information SystemDepartment of Computer ScienceType-3 fuzzy logic has been recently used in many control methods. The type-3 fuzzy controller enhances the handling of uncertainty and improves robustness by integrating fuzzy sets with fuzzy membership functions. The latest approaches using type-3 fuzzy logic in the field of control are studied and evaluated. An overview of developments in control methods based on type-3 fuzzy logic is also provided. It is shown that type-3 fuzzy system has many advantages compared to type-1 and type-2 fuzzy. The advantages and challenges of using type-3 fuzzy logic are identified and discussed. The studies are classified according to the type of control approach, as well as by the type of control applications. Finally, the main achievements, open challenges, and future directions and impacts are identified, to provide important guidance for interested researchers.http://dx.doi.org/10.1155/adfs/6661495 |
| spellingShingle | Turki Y. Abdalla AbdulKareem Y. Abdalla Adala M. Chyaid Type-3 Fuzzy System-Based Intelligent Control Approaches and Applications Advances in Fuzzy Systems |
| title | Type-3 Fuzzy System-Based Intelligent Control Approaches and Applications |
| title_full | Type-3 Fuzzy System-Based Intelligent Control Approaches and Applications |
| title_fullStr | Type-3 Fuzzy System-Based Intelligent Control Approaches and Applications |
| title_full_unstemmed | Type-3 Fuzzy System-Based Intelligent Control Approaches and Applications |
| title_short | Type-3 Fuzzy System-Based Intelligent Control Approaches and Applications |
| title_sort | type 3 fuzzy system based intelligent control approaches and applications |
| url | http://dx.doi.org/10.1155/adfs/6661495 |
| work_keys_str_mv | AT turkiyabdalla type3fuzzysystembasedintelligentcontrolapproachesandapplications AT abdulkareemyabdalla type3fuzzysystembasedintelligentcontrolapproachesandapplications AT adalamchyaid type3fuzzysystembasedintelligentcontrolapproachesandapplications |