控制理论与应用2011，Vol.28Issue(1)：13-23,11.
Ⅱ型模糊控制综述
Overview of type-2 fuzzy logic control
摘要
Abstract
A type-2 fuzzy set(T2-FS), which has the characteristic of its membership grades themselves being fuzzy sets, is the extension of the traditional type-1 fuzzy set(T1-FS).The type-2 fuzzy logic controller(T2-FLC) based on the T2-FS can deal with both the linguistic and the numerical uncertainty effectively.Thus it can obviously outperform its T1 counterpart under the situation of high uncertainty.We introduce the type-2 fuzzy set and the related system theory;and then, we give a detail review on the research progress of type-2 non-adaptive fuzzy controllers, type-2 adaptive fuzzy controllers and type-2 self-organizing fuzzy controllers, respectively.Finally, we propose the conclusion remarks and further research prospects of the T2-FLC.关键词
Ⅱ型模糊集合/Ⅱ型模糊系统/不确定性/Ⅱ型模糊控制器/Ⅱ型自适应模糊控制器/Ⅱ型自组织模糊控制器Key words
type-2 fuzzy sets/ type-2 fuzzy logic systems/ uncertainty/ type-2 fuzzy logic controllers/ type-2 adaptive fuzzy controllers/ type-2 self-organizing fuzzy controllers分类
信息技术与安全科学引用本文复制引用
潘永平,黄道平,孙宗海..Ⅱ型模糊控制综述[J].控制理论与应用,2011,28(1):13-23,11.基金项目
国家自然科学基金资助项目(60704012) （60704012）
中央高校科研业务费资助项目(2009zm0161). （2009zm0161）
