Model reduction of uncertain discrete systems having interval uncertainties using genetic algorithms

Chen Chien Hsu; Tsung Chi Lu; Shih Chi Chang

Model reduction of uncertain discrete systems having interval uncertainties using genetic algorithms

Chen Chien Hsu^*, Tsung Chi Lu, Shih Chi Chang

^*此作品的通信作者

研究成果: 會議貢獻類型 › 會議論文 › 同行評審

摘要

In this paper, an evolutionary approach is proposed to obtain a reduced-order discrete interval model for uncertain discrete-time systems having interval uncertainties based on resemblance of discrete sequence energy between the original and reduced systems. System performance of the discrete interval model obtained by using the proposed evolutionary approach is then verified based on time responses of the resulting model in comparison to existing methods to demonstrate the effectiveness of the proposed approach.

原文	英語
頁面	1440-1444
頁數	5
出版狀態	已發佈 - 2005
對外發佈	是
事件	SICE Annual Conference 2005 - Okayama, 日本持續時間: 2005 8月 8 → 2005 8月 10

其他

其他	SICE Annual Conference 2005
國家/地區	日本
城市	Okayama
期間	2005/08/08 → 2005/08/10

ASJC Scopus subject areas

控制與系統工程
電腦科學應用
電氣與電子工程

其它文件與鏈接

引用此

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title = "Model reduction of uncertain discrete systems having interval uncertainties using genetic algorithms",

abstract = "In this paper, an evolutionary approach is proposed to obtain a reduced-order discrete interval model for uncertain discrete-time systems having interval uncertainties based on resemblance of discrete sequence energy between the original and reduced systems. System performance of the discrete interval model obtained by using the proposed evolutionary approach is then verified based on time responses of the resulting model in comparison to existing methods to demonstrate the effectiveness of the proposed approach.",

keywords = "Discrete sequence energy, Discrete-time systems, Genetic algorithms, Interval plant, Model reduction, Uncertain systems",

author = "Hsu, {Chen Chien} and Lu, {Tsung Chi} and Chang, {Shih Chi}",

year = "2005",

language = "English",

pages = "1440--1444",

note = "SICE Annual Conference 2005 ; Conference date: 08-08-2005 Through 10-08-2005",

}

TY - CONF

T1 - Model reduction of uncertain discrete systems having interval uncertainties using genetic algorithms

AU - Hsu, Chen Chien

AU - Lu, Tsung Chi

AU - Chang, Shih Chi

PY - 2005

Y1 - 2005

N2 - In this paper, an evolutionary approach is proposed to obtain a reduced-order discrete interval model for uncertain discrete-time systems having interval uncertainties based on resemblance of discrete sequence energy between the original and reduced systems. System performance of the discrete interval model obtained by using the proposed evolutionary approach is then verified based on time responses of the resulting model in comparison to existing methods to demonstrate the effectiveness of the proposed approach.

AB - In this paper, an evolutionary approach is proposed to obtain a reduced-order discrete interval model for uncertain discrete-time systems having interval uncertainties based on resemblance of discrete sequence energy between the original and reduced systems. System performance of the discrete interval model obtained by using the proposed evolutionary approach is then verified based on time responses of the resulting model in comparison to existing methods to demonstrate the effectiveness of the proposed approach.

KW - Discrete sequence energy

KW - Discrete-time systems

KW - Genetic algorithms

KW - Interval plant

KW - Model reduction

KW - Uncertain systems

UR - http://www.scopus.com/inward/record.url?scp=33645277386&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=33645277386&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:33645277386

SP - 1440

EP - 1444

T2 - SICE Annual Conference 2005

Y2 - 8 August 2005 through 10 August 2005

ER -

Model reduction of uncertain discrete systems having interval uncertainties using genetic algorithms

摘要

其他

ASJC Scopus subject areas

其它文件與鏈接

指紋

引用此