模糊集(fuzzy sets)至于目前大火的人工智能领域的前沿方向，模糊逻辑在自然语言处理方面有一些应用[3]，...
The Fuzzy logic system is also an AI-based system, and thus it also has its own knowledge base where all the information and data for the reference by the agent is stored. In the Knowledge Base of Fuzzy Logic system, the rules of the Fuzzy Logic set theory are stored. Their rules are...
,although the formalization of some forms of commonsense reasoning has motivated the development of fuzzy logic.What fuzzy sets typically brings to AI is a mathematical framework for capturing gradeness in reasoning devices.Moveover gradedness can take various forms:similarity between propositions,leves ...
Theme: Fuzzy rough sets Last update 15 June 2023 Category theory and fuzzy automata (199 p) Last update 30 May 2023 Theme Neurofuzzy methods, data and image processing (219 p.) Last update 15 May 2023 Uncertainty, Games and Decision (220 p.) ...
sets in order to smoothly continue to fuzzy sets. Next, relevant properties and operations of fuzzy sets are discussed. Further, the concept of fuzzy number, as a subcategory of fuzzy sets, is explained. Fuzzy sets and many-valued logics are basis for fuzzy logic. Fuzzy logic facilitates ...
A Rough Fuzzy Set is defined as a set that combines fuzzy logic with rough set theory to handle uncertainty in information by capturing vagueness and indiscernibility through lower and upper approximations. AI generated definition based on: Recent Trends in Computational Intelligence Enabled Research, ...
模糊逻辑严格意义上来说与之前讲的机器学习没有什么太大的关系,但是对于人工智能AI来说,我认为是一个非常重要的概念。所以这篇文章就来讲讲什么是模糊逻辑,以及模糊逻辑的应用。 1. 经典的布尔逻辑 布尔数值就是0和1,是和非,也是计算机逻辑的基础,其基本运算就是"与、或、非",体现在编程中就是“If ... the...
A rough fuzzy set is the result of approximation of a fuzzy set with respect to a crisp approximation space. In this paper, we investigate topological structures of rough fuzzy sets. We first show that a reflexive crisp rough approximation space can induce a fuzzy Alexandrov space. We then pr...
fuzzy sets, such as representation support, α-cuts, convexity, and fuzzy numbers. It also discusses the resolution principle, which can be used to expand a fuzzy set in terms of its α-cuts. It also introduces fuzzymathematical programmingand fuzzy multiple-objectivedecision making, and fuzzy ...
Fuzzy Sets Syst 159:1860–1868 MathSciNet MATH Google Scholar Sambuc R (1975) Fonctions φ-floues: Application l’aide au diagnostic en pathologie thyroidienne, Ph. D. Thesis Univ. Marseille, France Smarandache F (1999) A unifying field in logics. Neutrosophy: neutrosophic probability, ...