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Journal : Journal of Robotics and Control (JRC)

Analysis and Performance Comparison of Fuzzy Inference Systems in Handling Uncertainty: A Review Furizal, Furizal; Ma'arif, Alfian; Wijaya, Setiawan Ardi; Murni, Murni; Suwarno, Iswanto
Journal of Robotics and Control (JRC) Vol 5, No 4 (2024)
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/jrc.v5i4.22123

Abstract

Uncertainty is an inevitable characteristic in human life and systems, posing challenges in decision-making and data analysis. Fuzzy theory emerges to address this uncertainty by describing variables with vague or uncertain values, one of which is the Fuzzy Inference System (FIS). This research analyzes and compares the performance of FIS from previous studies as a solution to manage uncertainty. FIS allows for flexible and responsive representations of truth levels using human-like linguistic rules. Common FIS methods include FIS-M, FIS-T, and FIS-S, each with different inference and defuzzification approaches. The findings of this research review, referencing previous studies, indicate that the application of FIS in various contexts such as prediction, medical diagnosis, and financial decision-making, yields very high accuracy levels up to 99%. However, accuracy comparisons show variations, with FIS-M tending to achieve more stable accuracy based on the referenced studies. The accuracy difference among FIS-M studies is not significantly different, only around 7.55%. Meanwhile, FIS-S has a wider accuracy range, from 81.48% to 99% (17.52%). FIS-S performs best if it can determine influencing factors well, such as determining constant values in its fuzzy rules. Additionally, the performance comparison of FIS can also be influenced by other factors such as data complexity, variables, domain, membership functions (curves), fuzzy rules, and defuzzification methods used in the study. Therefore, it is important to consider these factors and select the most suitable FIS method to manage uncertainty in the given situation.
Co-Authors A Zaenurrosyid A. Rahman, Rian Hidayat A.A. Ketut Agung Cahyawan W Abd Rahman Abdul Haris Abdul Malik Abdul Samad Abdul Syukur Abqa, Rizkan Abu, Nur Abubakar, Endang Ade Irfan Adiyono AF, Nuru Agus Syahrani Agusanty, Harnita Ahmad Ahmad Ahmad Farhan, Ahmad Ahmad Madaul, Rahful Akbar Prayudi, Lalu Akib, Faisal Aklima, Siti Akmaluddin Akmaluddin Alam, Risma Alfian Ma’arif Alfurqan, Alfurqan Alimudin Laapo Alting, Saoda AMALIA, TIARA Amrazi Zakso Anantanur, Devi Andayaningsih, Sri Andi Rahmaniar Anggawan, Ghiraldy Patrick Toshka Anggita Salsabila, Afra Anggraini, Rizka Dwi Anindya Ardiansari Antono Suryoputro Anwar, Asni Aprisal Aprisal, Aprisal Arifin, Teguh Aryani, Irne Ashar Ashar Ashari, Herlina Bambang Irawan Bambang Setyoko Bambang Subali Barlian, Barlian Berkah Fajar Tamtomo kiono Berliana, Walda Dewi Bien, Nguyen Van Boni, Abdul Salam Khuzaifah Burhanuddin Burhanuddin Dahlan Susilo Daniel Happy Putra Daniswari, Karima Darman Manda Manda Darmawati Darmawati Desembardi, Faried Didik Ariwibowo Diyono Ikhsan Djulaeka Djulaeka Dwi Handayani Ellianawati, Ellianawati Ellya Roza Elmawati, Elmawati Esthi, Franata Suriana Eva Ayuzar, Eva Fadillah Putra Fahmi Arifan Faizi, Besse Nur Fajarudin, Fauji Fatimah Zuhra Fatmawati, Fatmawati Ferdiyanto, Riky Firdauz, Firdauz Firdhaus Hari Saputro Al Haris Fitra Mayenti Fitri Ningsih, Fitri Furizal, Furizal Gusti Budjang Gustin, Mardhilla Haidah, Nur Haikal, Fikri Haikal Hamsah, Hamsah Hardyanto, Arief Prakoso Hasanah Hasanah Hasni Hasni Hidayat Hidayat Hilmi Hilmansyah Ibal, La Ihsan, Andi Ihsan, M Ali Ilham Ilham Imam Syauqi, Bariq Indra Indra Indraswari, Ni Luh Astri Indrayani, Ninik Irawati, R Ira Irma Aryani Ismaniar Ismaniar Ismunandar Jamil Jamil Jamiludin, Jamiludin Jarista, Linda Jarjani Usman Jayed, A K M juherah, juherah Kada, Marselino Sambo Kamaruddin Kamaruddin Khaeriyah, Andi Kidunga, Lyra La Ibal Lubis, Junita Lugendo, Dorine M., M. Ghalib Mahfudz, Muhsin Makruf Makruf Manovri Yeni Mansur, Mardiansyah Mapatoba, Marhawati Mardiah Astuti Mardiaton, Mardiaton Maskur Maskur Mirza Mirza Muhammad Furqan, Muhammad Muhammad Isa Muhammad Jundullah Muhammad Noor Muhammad Rusdi Musriandi, Riki Mustofa, Ahmad Badrul Ali Mustofa, Winanda Nahampun, Rajin Najmi Najmi, Najmi Nakib, Arman Mohammad Nazira, Cut Na’imamah, Na’imamah Nife, Kristina NINGSIH, NINGSIH Nisa, Mega Naurin Novianti, Ameliani Nisa Novitasari, Eni Nugroho, Novrian Cahyo Nur Elisyah Nurhadi, A. R. Nurhidayah Nurhidayah Nurwijayanti Nusantara Habibi, Ahmad Rizky Pama, Sindi Ayudia Pama, Violeta Inayah Parman, Imelda Aulia Penggalih Mahardika Herlambang Putri, Nabila rahayu, arum putri Rahful A. Madaul Rahmat Rahmat Rahmi Rahmi Rajab, Vira Ardianti Ramadhan, Fazril Rani Tiyas Budiyanti Rasyadi, Andy Rasyid Ridha Ratna Ratna Ratna Wardani Rian Histiariani, Aprisa Riana Anggraeny Ridwan Rimal Mahdani Rosmini , Heriyanita Rully Charitas Indra Prahmana Rusmawar, Rusmawar Saiful Saiful Saleh, Muhammad Syaiful Saleh, Syaiful Salman Salman Sambu, Abdul Haris sanusi, Anwar Sari, Dwi Alpita Sembiring, Rinawati Senen Senen Seno Darmanto Setiawati, F S Nugraheni Siagian, Alfan Dani Slamet Widodo Soedibya, Petrus Hary Tjahja Sri Utami Handayani Sriwana, Insan St. Masithah Suci, Syahra Deviena Khien Sufiyandi, Ilham Sugira, Dini Tri Suharto Linuwih Sujatmiko Sujatmiko Sukma Erni Supriyadi Supriyadi Suriadiman, Noprieka Sustiawan, Awan Sutomo Sutomo Sutrisna, Saleh Sutrisno, Sutrisno Suwarno, Iswanto Suzanni, Suzanni Syafaat, Idham Wandi Syafruddin syahriani, endang Syamsuddin, Syaiful Syawaluddin Soadiq, Syawaluddin Syawaluddin Syawaluddin, Syawaluddin Tajuddin, Tamrin Tang, Beddu Tella, Fitriyani Tony Suryo Utomo Tri Setiawan Putra, Ricky Ula, Nurul Umar, Bowasis Ummi Hanifah Marshush Usman, Auliah Usman, Musliadi Bin USWATUN HASANAH Wahyuddin Wahyuddin Wijaya, Setiawan Ardi Wiji Mangestiyono Windu Sediono Wulandari Wulandari Yundari, Yundari Yusuf, Farida Yusuf, Kurnia Zahirah, Zahirah Zainuddin Iba Zamzami Zainuddin, Zamzami