DOAJ Open Access 2023

‎Role of Fuzzy Sets on Artificial Intelligence Methods‎: ‎A literature Review

Cengiz Kahraman Sezi Onar Basar Oztaysi Selcuk Cebi

Lihat Sumber DOI

Abstrak

‎Machines can model and improve the human mind’s capabilities through artificial intelligence‎. ‎One of the most popular tools of artificial intelligence is fuzzy sets‎, ‎which can capture and model the vagueness and impreciseness in human thoughts‎. ‎This paper‎, ‎first of all‎, ‎introduces the recent extensions of ordinary fuzzy sets and then presents a literature review on the integration of fuzzy sets with other artificial intelligence techniques such as automated reasoning‎, ‎autonomous agents‎, ‎multi-agent systems‎, ‎machine learning‎, ‎case-based reasoning‎, ‎deep learning‎, ‎information reasoning‎, ‎information representation‎, ‎natural language processing‎, ‎symbolic reasoning‎, ‎and neural networks‎. ‎Graphical illustrations of literature review results are presented for each of these integrated artificial intelligence techniques‎. ‎The results of a patent search on fuzzy artificial intelligence are also given‎.

Topik & Kata Kunci

Applied mathematics. Quantitative methods

Penulis (4)

Cengiz Kahraman

Sezi Onar

Basar Oztaysi

Selcuk Cebi

Format Sitasi

APA MLA BibTeX

Kahraman, C., Onar, S., Oztaysi, B., Cebi, S. (2023). ‎Role of Fuzzy Sets on Artificial Intelligence Methods‎: ‎A literature Review. https://doi.org/10.30495/tfss.2023.1976303.1060

Akses Cepat

Lihat di Sumber doi.org/10.30495/tfss.2023.1976303.1060

Informasi Jurnal

Tahun Terbit: 2023
Sumber Database: DOAJ
DOI: 10.30495/tfss.2023.1976303.1060
Akses: Open Access ✓