Linguistic Dynamic Systems for Computing with Words and Granular Computing
Fei-Yue Wang
2008
发表期刊Lecture Notes in Computer Science
卷号5009期号:-页码:18
摘要The term of Linguistic Dynamic Systems (LDS) was originally
coined in earlier 1990s to reformulate logic programming for computing
with words and granular computing dynamically and numerically.
In the earlier stage of its development, fuzzy sets were used as the logic
foundation for its analytical formulation and cell-to-cell mappings were
applied in its computational framework. Therefore, many concepts and
methods developed in ODE-based conventional dynamic systems can be
used directly for computing with words and granular computing in LDS.
Actually, cell mappings lead analysis in LDS to search problems in cell
spaces, thus various search methods and techniques in Artificial Intelligence
can be utilized for LDS. However, the procedure of transformation
from fuzzy logic in hyper-cubes to cell-to-cell mappings in cell spaces is
quite tedious and involving ad hoc steps in the process.

Both rough sets and type-2 fuzzy sets can be very useful in the improvement
or even reformulation of LDS. Rough sets can lead to a connection
between LDS and data mining, as well as granular computing,
especially in dynamic construction and computing of value, variable, concept,
and ontology granulation. There is a natural connection between
LDS and type-2 fuzzy sets. As a matter of fact, a cell in cellular structured
hyper-cubes is a specialized type-2 fuzzy set. New concepts and
methods developed in the emerging type-2 fuzzy sets could be used in
LDS for better design and improved computational efficiency in analysis
of rule-based linguistic control systems. In this presentation, we will discuss
and investigate the issues related to the relationship among LDS,
computing with words, granular computing, and other methods.
关键词Linguistic Dynamic Systems
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/12568
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
通讯作者Fei-Yue Wang
作者单位Institute of Automation, The Chinese Academy of Sciences, Beijing 100080, P.R. China
推荐引用方式
GB/T 7714
Fei-Yue Wang. Linguistic Dynamic Systems for Computing with Words and Granular Computing[J]. Lecture Notes in Computer Science,2008,5009(-):18.
APA Fei-Yue Wang.(2008).Linguistic Dynamic Systems for Computing with Words and Granular Computing.Lecture Notes in Computer Science,5009(-),18.
MLA Fei-Yue Wang."Linguistic Dynamic Systems for Computing with Words and Granular Computing".Lecture Notes in Computer Science 5009.-(2008):18.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Linguistic Dynamic S(87KB)期刊论文作者接受稿开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Fei-Yue Wang]的文章
百度学术
百度学术中相似的文章
[Fei-Yue Wang]的文章
必应学术
必应学术中相似的文章
[Fei-Yue Wang]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Linguistic Dynamic Systems for Computing with Words and Granular Computing.pdf
格式: Adobe PDF
此文件暂不支持浏览
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。