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直觉模糊时间序列

田宗浩 王鹏

重庆理工大学学报(自然科学版)2016,Vol.30Issue(12):177-184,8.
重庆理工大学学报(自然科学版)2016,Vol.30Issue(12):177-184,8.DOI:10.3969/j.issn.1674-8425(z).2016.12.028

直觉模糊时间序列

Intuitionistic Fuzzy Time Series

田宗浩 1王鹏1

作者信息

  • 1. 陆军军官学院,合肥230031
  • 折叠

摘要

Abstract

As to the limitations when dealing with sample data in the fuzzy time series models,this paper introduces intuitionistic fuzzy set theory to obscure time series models.First of all,it obscures the sample data intuitionistic,and reflects the uncertainty nature of the actual data.Then,the hesitation degree factor is developed for the intuitionistic fuzzy logic relationship,and the uncertainty of state transition is described more realistically.Using Song,Chen and Lee’s model as framework,it constructs intuitionistic fuzzy time series forecasting model.Using the enrollment of Alabama for experimental data,it is verified that the intuitionistic fuzzy time series model is more feasible and superior to the model proposed by Song,Chen and Lee.

关键词

直觉模糊集/模糊时间序列/模糊逻辑关系/均方误差

Key words

intuitionistic fuzzy set/fuzzy time series/fuzzy logical relationship/mean squared error

分类

数学

引用本文复制引用

田宗浩,王鹏..直觉模糊时间序列[J].重庆理工大学学报(自然科学版),2016,30(12):177-184,8.

基金项目

安徽省自然科学基金资助项目 ()

重庆理工大学学报(自然科学版)

OACSTPCD

1674-8425

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