Title :
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
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;
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
DOI :
10.1109/CESA.2006.4281983