IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v13y2025i3p375-d1575847.html
   My bibliography  Save this article

A Bibliometric Review of Type-3 Fuzzy Logic Applications

Author

Listed:
  • Fevrier Valdez

    (Tijuana Institute of Technology, TecNM, Tijuana 22379, Mexico
    These authors contributed equally to this work.)

  • Oscar Castillo

    (Tijuana Institute of Technology, TecNM, Tijuana 22379, Mexico
    These authors contributed equally to this work.)

  • Patricia Melin

    (Tijuana Institute of Technology, TecNM, Tijuana 22379, Mexico
    These authors contributed equally to this work.)

Abstract

In this paper, we provide an overview of type-3 fuzzy logic systems (T3FLSs) and their applications in a general way. The contribution of this paper is to analyze and review, in the best way possible, applications in several fields utilizing type-3 fuzzy logic systems. Recently, many algorithms are receiving more and more attention in this area, and for this reason, an overview of this field is important. This article provides an overview of the most important applications in which intelligent computing methods based on T3FLSs are used. The main goal of this paper is to thoroughly explore these applications and identify emerging scientific trends in the adoption of intelligent methods, particularly those involving T3FLSs. To achieve this, we use the VosViewer software to construct and visualize bibliometric networks. VosViewer is a free, Java-based tool designed for analyzing and visualizing bibliometric data. This program is used for the creation of maps of papers, authors, etc., and the development of maps for keywords, countries, research groups, and more.

Suggested Citation

  • Fevrier Valdez & Oscar Castillo & Patricia Melin, 2025. "A Bibliometric Review of Type-3 Fuzzy Logic Applications," Mathematics, MDPI, vol. 13(3), pages 1-16, January.
  • Handle: RePEc:gam:jmathe:v:13:y:2025:i:3:p:375-:d:1575847
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/13/3/375/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/13/3/375/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Weiping Fan & Ardashir Mohammadzadeh & Nasreen Kausar & Dragan Pamucar & Nasr Al Din Ide & S. E. Najafi, 2022. "A New Type-3 Fuzzy PID for Energy Management in Microgrids," Advances in Mathematical Physics, Hindawi, vol. 2022, pages 1-15, July.
    2. Lili Wu & Dongyun Wang & Chunwei Zhang & Ardashir Mohammadzadeh, 2022. "Chaotic Synchronization in Mobile Robots," Mathematics, MDPI, vol. 10(23), pages 1-15, December.
    3. Guiling Wang & Lei Ye, 2022. "Spatial-Temporal Pattern of Mismatch Degree of High-Quality Tourism Development and Its Formation Mechanism in Taihu Lake Basin, China," Sustainability, MDPI, vol. 14(8), pages 1-18, April.
    4. Cinthia Peraza & Patricia Ochoa & Oscar Castillo & Zong Woo Geem, 2022. "Interval-Type 3 Fuzzy Differential Evolution for Designing an Interval-Type 3 Fuzzy Controller of a Unicycle Mobile Robot," Mathematics, MDPI, vol. 10(19), pages 1-17, September.
    5. Man-Wen Tian & Shu-Rong Yan & Ardashir Mohammadzadeh & Jafar Tavoosi & Saleh Mobayen & Rabia Safdar & Wudhichai Assawinchaichote & Mai The Vu & Anton Zhilenkov, 2021. "Stability of Interval Type-3 Fuzzy Controllers for Autonomous Vehicles," Mathematics, MDPI, vol. 9(21), pages 1-17, October.
    6. Ayman A. Aly & Bassem F. Felemban & Ardashir Mohammadzadeh & Oscar Castillo & Andrzej Bartoszewicz, 2021. "Frequency Regulation System: A Deep Learning Identification, Type-3 Fuzzy Control and LMI Stability Analysis," Energies, MDPI, vol. 14(22), pages 1-21, November.
    7. Perianes-Rodriguez, Antonio & Waltman, Ludo & van Eck, Nees Jan, 2016. "Constructing bibliometric networks: A comparison between full and fractional counting," Journal of Informetrics, Elsevier, vol. 10(4), pages 1178-1195.
    8. Man-Wen Tian & Yassine Bouteraa & Khalid A. Alattas & Shu-Rong Yan & Abdullah K. Alanazi & Ardashir Mohammadzadeh & Saleh Mobayen & Hiroki Sayama, 2022. "A Type-3 Fuzzy Approach for Stabilization and Synchronization of Chaotic Systems: Applicable for Financial and Physical Chaotic Systems," Complexity, Hindawi, vol. 2022, pages 1-17, June.
    9. Oscar Castillo & Patricia Melin, 2022. "Towards Interval Type-3 Intuitionistic Fuzzy Sets and Systems," Mathematics, MDPI, vol. 10(21), pages 1-13, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hrosul, Viktoriia & Kruhlova, Olena & Kolesnyk, Alina, 2023. "Digitalization of the agricultural sector: the impact of ICT on the development of enterprises in Ukraine," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 9(4), December.
    2. Khalid Ahmed Al-Ansari & Ahmet Faruk Aysan, 2021. "More than ten years of Blockchain creation: How did we use the technology and which direction is the research heading? [Plus de dix ans de création Blockchain : Comment avons-nous utilisé la techno," Working Papers hal-03343048, HAL.
    3. Rafael Martínez-Peláez & Alberto Ochoa-Brust & Solange Rivera & Vanessa G. Félix & Rodolfo Ostos & Héctor Brito & Ramón A. Félix & Luis J. Mena, 2023. "Role of Digital Transformation for Achieving Sustainability: Mediated Role of Stakeholders, Key Capabilities, and Technology," Sustainability, MDPI, vol. 15(14), pages 1-27, July.
    4. María Pinto & Rosaura Fernández-Pascual & David Caballero-Mariscal & Dora Sales, 2020. "Information literacy trends in higher education (2006–2019): visualizing the emerging field of mobile information literacy," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(2), pages 1479-1510, August.
    5. Gerardo Armando Hernández Castorena & Gerardo Maximiliano Méndez & Ismael López-Juárez & María Aracelia Alcorta García & Dulce Citlalli Martinez-Peon & Pascual Noradino Montes-Dorantes, 2024. "Parameter Prediction with Novel Enhanced Wagner Hagras Interval Type-3 Takagi–Sugeno–Kang Fuzzy System with Type-1 Non-Singleton Inputs," Mathematics, MDPI, vol. 12(13), pages 1-39, June.
    6. Nasrabadi, Mohamadreza Azar & Beauregard, Yvan & Ekhlassi, Amir, 2024. "The implication of user-generated content in new product development process: A systematic literature review and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    7. Gangan Prathap & Somenath Mukherjee, 2020. "Letter to the Editor: Comments on the paper of Batagelj—on fractional approach to analysis of linked networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(3), pages 2717-2722, September.
    8. Perez-Vega, Rodrigo & Hopkinson, Paul & Singhal, Aishwarya & Mariani, Marcello M., 2022. "From CRM to social CRM: A bibliometric review and research agenda for consumer research," Journal of Business Research, Elsevier, vol. 151(C), pages 1-16.
    9. Hans Pohl, 2024. "Using citation-based indicators to compare bilateral research collaborations," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(8), pages 4751-4770, August.
    10. Yusuke Toyoda, 2021. "Survey paper: achievements and perspectives of community resilience approaches to societal systems," Asia-Pacific Journal of Regional Science, Springer, vol. 5(3), pages 705-756, October.
    11. Li, Heyang & Wu, Meijun & Wang, Yougui & Zeng, An, 2022. "Bibliographic coupling networks reveal the advantage of diversification in scientific projects," Journal of Informetrics, Elsevier, vol. 16(3).
    12. N. Calderón-Rivera & I. Bartusevičienė & F. Ballini, 2024. "Sustainable development of inland waterways transport: a review," Journal of Shipping and Trade, Springer, vol. 9(1), pages 1-22, December.
    13. Hong Jiang & Jinlong Gai & Shukuan Zhao & Peggy E. Chaudhry & Sohail S. Chaudhry, 2022. "Applications and development of artificial intelligence system from the perspective of system science: A bibliometric review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 361-378, May.
    14. Toshiyuki Hasumi & Mei-Shiu Chiu, 2022. "Online mathematics education as bio-eco-techno process: bibliometric analysis using co-authorship and bibliographic coupling," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 4631-4654, August.
    15. Hong Shi & Mengmeng Cheng & Yi Feng & Chenghui Qiu & Caiyue Song & Nenglin Yuan & Chuanzhi Kang & Kaijie Yang & Jie Yuan & Yonghao Li, 2023. "Thermal Management Techniques for Lithium-Ion Batteries Based on Phase Change Materials: A Systematic Review and Prospective Recommendations," Energies, MDPI, vol. 16(2), pages 1-23, January.
    16. João Paulo Coelho Ribeiro & Fábio Duarte & Ana Paula Matias Gama, 2022. "Does microfinance foster the development of its clients? A bibliometric analysis and systematic literature review," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-35, December.
    17. Lixiong Lin & Zhiping Xu & Jiachun Zheng, 2023. "Predefined Time Active Disturbance Rejection for Nonholonomic Mobile Robots," Mathematics, MDPI, vol. 11(12), pages 1-21, June.
    18. Zhang, Fang & Wu, Shengli, 2020. "Predicting future influence of papers, researchers, and venues in a dynamic academic network," Journal of Informetrics, Elsevier, vol. 14(2).
    19. Ojeda-Pereira, Iván & Campos-Medina, Fernando, 2021. "International trends in mining tailings publications: A descriptive bibliometric study," Resources Policy, Elsevier, vol. 74(C).
    20. José Marques Pereira & Paulo Almeida & Giovana Goretti Feijó Almeida, 2025. "Bibliometric Analysis of Key Variables in Tourism: Destination, Competitiveness, Image, Quality, and Tourist Satisfaction (2000–2023)," Administrative Sciences, MDPI, vol. 15(2), pages 1-22, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:13:y:2025:i:3:p:375-:d:1575847. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.