出版年:2013-6 页数:272 定价:$ 145.77 ISBN:9781461466659 豆瓣评分 目前无人评价 评价: 写笔记 写书评 加入购书单 分享到 内容简介· ··· This book explores recent developments in the theoretical foundations and novel applications of general and interval type-2 fuzzy sets and systems, including...
This article provides a high-level retrospective of type-2 fuzzy sets and fuzzy logic systems. It explains how type-2 fuzzy sets can be used to model membership function uncertainties, and how by doing this smoother performance can be obtained than by using type-1 fuzzy sets. It also ...
II型模糊集合是传统I型模糊集合的扩展, 其本质是模糊集合中隶属度值的再次模糊化表示. II型模糊集合可以直接处理模糊规则的不确定性, 是解决现实环境高不确定性问题的有效手段. 本文首先简要给出了II型模糊集合与系统的基本概念, 然后分别回顾了广义和区间II型模糊理论的发展历史. 接着分别讨论了广义和区间II型...
A survey of type-2 fuzzy sets and systemsII型模糊集合与系统研究进展 II型模糊集合是传统I型模糊集合的扩展, 其本质是模糊集合中隶属度值的再次模糊化表示. II型模糊集合可以直接处理模糊规则的不确定性, 是解决现实环境高不确定性问题的... PAN Yongping,SUN Zonghai,HUANG Daoping,... - 《控制理论与...
Type-2 fuzzy sets and systems: an overview 来自 IEEEXplore 喜欢 0 阅读量: 203 作者: JM Mendel 摘要: As originally published in the February 2007 issue of IEEE Computational Intelligence Magazine, the above titled paper (ibid., vol. 2, no. 1, pp. 20-29, Feb 07) contained errors in ...
During the past decade most of the work that used type-2 fuzzy sets and systems focused on the simplest kinds of such sets and system, namely interval type-2 fuzzy sets (also known as interval-valued fuzzy sets) and interval type-2 fuzzy logic systems. Recently, however, important advances...
Type-2 fuzzy sets and systems are more general and potentially more powerful than their type-1 counterparts because they model membership function (MF) uncertainties, which can be very valuable in applications where uncertainties are prevalent. In an interval type-2 fuzzy set (IT2 FS) and fuzzy...
Index Terms—Interval type-2 fuzzy sets, nonsingleton fuzzy logic systems, time-series forecasting, tuning of parameters, type-2 fuzzy logic systems, upper and lower membership functions. I. INTRODUCTION FUZZY logic system (FLS) (also known as a fuzzy system, fuzzy logic controller, etc) ...
Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems Oscar Castillo, Pranab K. Muhuri, Patricia Melin, Pietari Pulkkinen April 2020 Article 103596 select article A type-2 fuzzy community detection model in large-scale social networks considering two-layer graphs ...
The basic theory of a type-2 Fuzzy Logic Systems (FLSs) is presented, an efficient and simplified method to convert a type-2 fuzzy to a crisp result in a type-2 FLS is proposed, which is a straightforward way for the liberation of computation complexity, and the example shows that it ...