A Man-Machine Cooperative Intelligent Algorithm for Attribute Reduction

Author

Junpeng, Yuan ; Donghua, Zhu ; Chunning, Yang

Author_Institution

Sch. of Public Policy & Manage., Tsinghua Univ., Beijing

Volume

2

fYear

2006

fDate

4-6 Oct. 2006

Firstpage

2092

Lastpage

2098

Abstract

While taking into account the characters in the science and technology information management, the paper has introduced a new 0-1 integer optimization model for attribute reduction in rough sets. Being based on a new 0-1 distinguish matrix and the mode of man-machine cooperation, the paper further proposed a man-machine cooperative intelligent algorithm which can be used for the attribute reduction. Finally, the paper has furthermore proved the algorithms efficiency and reliability with an empirical study of the microelectromechanical system.

Keywords

cooperative systems; data mining; data reduction; integer programming; man-machine systems; matrix algebra; rough set theory; 0-1 distinguish matrix; 0-1 integer optimization model; attribute reduction; man-machine cooperative intelligent algorithm; rough set theory; Application software; Computational intelligence; Data mining; Man machine systems; Microelectromechanical systems; Power generation economics; Public policy; Systems engineering and theory; Technology management; Text mining;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Engineering in Systems Applications, IMACS Multiconference on

Conference_Location

Beijing

Print_ISBN

7-302-13922-9

Electronic_ISBN

7-900718-14-1

Type

conf

DOI

10.1109/CESA.2006.4281983

Filename

4281983