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模糊时间序列模型研究综述
被引:30
作者
:
论文数:
引用数:
h-index:
机构:
邱望仁
[
1
,
2
]
刘晓东
论文数:
0
引用数:
0
h-index:
0
机构:
大连理工大学电信学院自动化系
景德镇陶瓷学院信息工程学院
刘晓东
[
2
]
机构
:
[1]
景德镇陶瓷学院信息工程学院
[2]
大连理工大学电信学院自动化系
来源
:
模糊系统与数学
|
2014年
/ 28卷
/ 03期
关键词
:
模糊理论;
模糊时间序列;
预测模型;
D O I
:
暂无
中图分类号
:
O159 [模糊数学];
O211.61 [平稳过程与二阶矩过程];
学科分类号
:
070101
[基础数学]
;
070103
[概率论与数理统计]
;
摘要
:
模糊时间序列模型是为解决经典时间序列分析方法不能处理模糊问题而诞生的,随着人们解决复杂问题需要的日益增加,对它的研究越来越深入,应用越来越广泛。首先,在简单介绍模糊时间序列模型框架的基础上,本文总结了预测模型建立过程中的几个关键问题,分析了现有研究成果就这些问题的处理方法的优点与不足;随后介绍了模型的应用现状;最后,就模型的研究趋势及相关问题探讨了模糊时间序列模型的研究方向。
引用
收藏
页码:173 / 181
页数:9
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INFORMATION SCIENCES,
2011,
181
(09)
:1591
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←
1
2
3
4
5
6
→
共 55 条
[1]
多变量模糊时间数列之分析及应用
[D].
曾淑惠
论文数:
0
引用数:
0
h-index:
0
机构:
厦门大学
厦门大学
曾淑惠
.
厦门大学,
2003
[2]
基于模糊理论的时间序列预测模型研究
[D].
王惠君
论文数:
0
引用数:
0
h-index:
0
机构:
西北大学
西北大学
王惠君
.
西北大学,
2011
[3]
Forecasting shanghai composite index based on fuzzy time series and improved C-fuzzy decision trees
[J].
论文数:
引用数:
h-index:
机构:
Qiu, Wangren
;
Liu, Xiaodong
论文数:
0
引用数:
0
h-index:
0
机构:
Dalian Univ Technol, Res Ctr Informat & Control, Dalian 116024, Peoples R China
Dalian Univ Technol, Res Ctr Informat & Control, Dalian 116024, Peoples R China
Liu, Xiaodong
;
论文数:
引用数:
h-index:
机构:
Wang, Lidong
.
EXPERT SYSTEMS WITH APPLICATIONS,
2012,
39
(09)
:7680
-7689
[4]
A new approach based on the optimization of the length of intervals in fuzzy time series
[J].
Egrioglu, Erol
论文数:
0
引用数:
0
h-index:
0
机构:
Ondokuz Mayis Univ, Dept Stat, Samsun, Turkey
Hacettepe Univ, Dept Stat, TR-06800 Ankara, Turkey
Egrioglu, Erol
;
论文数:
引用数:
h-index:
机构:
Aladag, Cagdas Hakan
;
Basaran, Murat A.
论文数:
0
引用数:
0
h-index:
0
机构:
Nigde Univ, Dept Math, Nigde, Turkey
Hacettepe Univ, Dept Stat, TR-06800 Ankara, Turkey
Basaran, Murat A.
;
Yolcu, Ufuk
论文数:
0
引用数:
0
h-index:
0
机构:
Ondokuz Mayis Univ, Dept Stat, Samsun, Turkey
Hacettepe Univ, Dept Stat, TR-06800 Ankara, Turkey
Yolcu, Ufuk
;
Uslu, Vedide R.
论文数:
0
引用数:
0
h-index:
0
机构:
Ondokuz Mayis Univ, Dept Stat, Samsun, Turkey
Hacettepe Univ, Dept Stat, TR-06800 Ankara, Turkey
Uslu, Vedide R.
.
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,
2011,
22
(01)
:15
-19
[5]
A hybrid model based on adaptive-network-based fuzzy inference system to forecast Taiwan stock market
[J].
Wei, Liang-Ying
论文数:
0
引用数:
0
h-index:
0
机构:
Yuanpei Univ, Hsinchu 30015, Taiwan
Yuanpei Univ, Hsinchu 30015, Taiwan
Wei, Liang-Ying
;
Chen, Tai-Liang
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0
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Yuanpei Univ, Hsinchu 30015, Taiwan
Chen, Tai-Liang
;
Ho, Tien-Hwa
论文数:
0
引用数:
0
h-index:
0
机构:
Yuanpei Univ, Hsinchu 30015, Taiwan
Yuanpei Univ, Hsinchu 30015, Taiwan
Ho, Tien-Hwa
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EXPERT SYSTEMS WITH APPLICATIONS,
2011,
38
(11)
:13625
-13631
[6]
Extracting fuzzy relations in fuzzy time series model based on approximation concepts
[J].
Liu, Tung-Kuan
论文数:
0
引用数:
0
h-index:
0
机构:
Natl Kaohsiung First Univ Sci & Technol, Inst Engn Sci & Technol, Kaohsiung 824, Taiwan
Natl Kaohsiung First Univ Sci & Technol, Inst Engn Sci & Technol, Kaohsiung 824, Taiwan
Liu, Tung-Kuan
;
Chen, Yeh-Peng
论文数:
0
引用数:
0
h-index:
0
机构:
Natl Kaohsiung First Univ Sci & Technol, Inst Engn Sci & Technol, Kaohsiung 824, Taiwan
Natl Kaohsiung First Univ Sci & Technol, Inst Engn Sci & Technol, Kaohsiung 824, Taiwan
Chen, Yeh-Peng
;
Chou, Jyh-Horng
论文数:
0
引用数:
0
h-index:
0
机构:
Natl Kaohsiung First Univ Sci & Technol, Inst Engn Sci & Technol, Kaohsiung 824, Taiwan
Natl Kaohsiung First Univ Sci & Technol, Inst Engn Sci & Technol, Kaohsiung 824, Taiwan
Chou, Jyh-Horng
.
EXPERT SYSTEMS WITH APPLICATIONS,
2011,
38
(09)
:11624
-11629
[7]
Multivariate fuzzy forecasting based on fuzzy time series and automatic clustering techniques
[J].
Chen, Shyi-Ming
论文数:
0
引用数:
0
h-index:
0
机构:
Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei 106, Taiwan
Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei 106, Taiwan
Chen, Shyi-Ming
;
Tanuwijaya, Kurniawan
论文数:
0
引用数:
0
h-index:
0
机构:
Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei 106, Taiwan
Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei 106, Taiwan
Tanuwijaya, Kurniawan
.
EXPERT SYSTEMS WITH APPLICATIONS,
2011,
38
(08)
:10594
-10605
[8]
A generalized method for forecasting based on fuzzy time series
[J].
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Qiu, Wangren
;
Liu, Xiaodong
论文数:
0
引用数:
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h-index:
0
机构:
Dalian Univ Technol, Res Ctr Informat & Control, Dalian 116024, Liaoning Prov, Peoples R China
Dalian Univ Technol, Res Ctr Informat & Control, Dalian 116024, Liaoning Prov, Peoples R China
Liu, Xiaodong
;
Li, Hailin
论文数:
0
引用数:
0
h-index:
0
机构:
Dalian Univ Technol, Inst Syst Engn, Dalian 116024, Peoples R China
Dalian Univ Technol, Res Ctr Informat & Control, Dalian 116024, Liaoning Prov, Peoples R China
Li, Hailin
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EXPERT SYSTEMS WITH APPLICATIONS,
2011,
38
(08)
:10446
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[9]
A comparison study between fuzzy time series model and ARIMA model for forecasting Taiwan export
[J].
Wang, Chi-Chen
论文数:
0
引用数:
0
h-index:
0
机构:
Natl Def Univ, Dept Financial Management, Taipei, Taiwan
Natl Def Univ, Dept Financial Management, Taipei, Taiwan
Wang, Chi-Chen
.
EXPERT SYSTEMS WITH APPLICATIONS,
2011,
38
(08)
:9296
-9304
[10]
Type-2 fuzzy neural networks with fuzzy clustering and differential evolution optimization
[J].
Aliev, Rafik A.
论文数:
0
引用数:
0
h-index:
0
机构:
Azerbaijan State Oil Acad, Baku, Azerbaijan
Azerbaijan State Oil Acad, Baku, Azerbaijan
Aliev, Rafik A.
;
论文数:
引用数:
h-index:
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Pedrycz, Witold
;
Guirimov, Babek G.
论文数:
0
引用数:
0
h-index:
0
机构:
Azerbaijan State Oil Acad, Baku, Azerbaijan
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Guirimov, Babek G.
;
Aliev, Rashad R.
论文数:
0
引用数:
0
h-index:
0
机构:
Eastern Mediterranean Univ, Gazimagusa, Cyprus
Azerbaijan State Oil Acad, Baku, Azerbaijan
Aliev, Rashad R.
;
Ilhan, Umit
论文数:
0
引用数:
0
h-index:
0
机构:
Eastern Mediterranean Univ, Gazimagusa, Cyprus
Azerbaijan State Oil Acad, Baku, Azerbaijan
Ilhan, Umit
;
Babagil, Mustafa
论文数:
0
引用数:
0
h-index:
0
机构:
Eastern Mediterranean Univ, Gazimagusa, Cyprus
Azerbaijan State Oil Acad, Baku, Azerbaijan
Babagil, Mustafa
;
Mammadli, Sadik
论文数:
0
引用数:
0
h-index:
0
机构:
Azerbaijan State Oil Acad, Baku, Azerbaijan
Azerbaijan State Oil Acad, Baku, Azerbaijan
Mammadli, Sadik
.
INFORMATION SCIENCES,
2011,
181
(09)
:1591
-1608
←
1
2
3
4
5
6
→