基于时间序列的动态信息系统及其粗糙集模型

Xiaowei He, Liming Xu, Wenzhong Shen
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引用次数: 4

摘要

经济、人口、医疗、房地产等领域的不确定性问题总是表现出不一致性和过程性的特殊性。为了将传统的粗糙集理论应用到动态信息系统中,本文首先在保持全域和属性集完整的情况下,构建了基于时间序列和相关粗糙集模型的动态信息系统。其次,给出了信息系统交替过程中基于时间序列的等价类和粗糙集的一些性质;从而为进一步研究基于动态信息系统的粗糙集理论和应用奠定了基础。索引术语-粗糙集,时间序列,动态信息系统
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic information system and its rough set model based on time sequence
Uncertain problems in fields of economy, population, medical treatment and real estate always present the extraordinary nature of inconsistency and process. With the aim to adapt traditional rough set theory and put it into dynamic information system, this paper first constructs dynamic information system based on time sequence and relevant rough set model, on the circumstances of keeping universe and attribute set intact. Secondly, it presents some properties of equivalent class and rough set based on time sequence during the alterative process of information system. Thus, this paper paves the way for further research on the theories and applications of rough set based on dynamic information systems. Index Terms—Rough Set, Time Sequence, Dynamic Information System
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