Data-Driven Modelling with Fuzzy Sets: Embracing Uncertainty - Said Broumi (Editor) - Printable Version +- Softwarez.Info - Software's World! (https://softwarez.info) +-- Forum: Library Zone (https://softwarez.info/Forum-Library-Zone) +--- Forum: E-Books (https://softwarez.info/Forum-E-Books) +--- Thread: Data-Driven Modelling with Fuzzy Sets: Embracing Uncertainty - Said Broumi (Editor) (/Thread-Data-Driven-Modelling-with-Fuzzy-Sets-Embracing-Uncertainty-Said-Broumi-Editor) |
Data-Driven Modelling with Fuzzy Sets: Embracing Uncertainty - Said Broumi (Editor) - AD-TEAM - 05-31-2024
pdf | 15.56 MB | English | Isbn:9781040043196 | Author: Said Broumi (Editor), D. Nagarajan (Editor), Michael Gr. Voskoglou (Editor), S. A. Edalatpanah (Editor) | Year: 2024
About ebook: Data-Driven Modelling with Fuzzy Sets: Embracing Uncertainty Quote:Zadeh introduced in 1965 the theory of fuzzy sets, in which truth values are modelled by numbers in the unit interval [0, 1], for tackling mathematically the frequently appearing in everyday life partial truths. In a second stage, when membership functions were reinterpreted as possibility distributions, fuzzy sets were extensively used to embrace uncertainty modelling. Uncertainty is defined as the shortage of precise knowledge or complete information and possibility theory is devoted to the handling of incomplete information. Zadeh articulated the relationship between possibility and probability, noticing that what is probable must preliminarily be possible. Following the Zadeh's fuzzy set, various generalizations (intuitionistic, neutrosophic, rough, soft sets, etc.) have been introduced enabling a more effective management of all types of the existing in real world uncertainty. This book presents recent theoretical advances and applications of fuzzy sets and their extensions to Science, Humanities and Education. This book: |