Title :
Application rough sets to safety risk index screening in ATC
Author :
Zhi, Yang ; Zhao, Yang
Author_Institution :
Manage. Sch., Wuhan Univ. of Technol., Wuhan, China
Abstract :
Index system construction of ATC safety risk usually based on hierarchy subdivision, it is easy to exist correlation and redundancy between various levels indicators. In order to reduce the index drift values caused by subjective factors, Using rough sets which are advantage in dealing with the aspects of fuzzy and uncertainty, through the methods of attribute reduction algorithm to eliminate redundant index, it can realize warning monitoring to the key risk object which affects system state. After an application example screening from primary index, it effectively reduced redundant index, and the key index comply with the system state characteristic.
Keywords :
aerospace safety; air traffic control; alarm systems; fuzzy set theory; monitoring; risk management; rough set theory; ATC; air traffic control; attribute reduction algorithm; hierarchy subdivision; index drift values; redundant index; rough sets; safety risk index screening; warning monitoring; Air traffic control; Indexes; Monitoring; Rough sets; Safety; Security; Air traffic control; Index screening; Rough sets; safety risk;
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
DOI :
10.1109/AIMSEC.2011.6010929