Study on the model of aircraft economic classification based on wavelet recursive least square support vector machine(WRLS-SVM)

Author

Kong, Ling-Yu ; Zhao, Shu-Long ; Jiang, Bo ; Li, Xiao-Jin

Author_Institution

Civil Aviation Univ. of China, Tianjin, China

Volume

3

fYear

2009

fDate

8-9 Aug. 2009

Firstpage

38

Lastpage

41

Abstract

Aircraft economic classification has played a fundamental role in field of civil aviation. Aiming at encourage the sustainable development of the air transport industry, the model of aircraft economic classification is set up based on the theory of wavelet recursive least square support vector machine (WRLS-SVM) according to the principle of ICAO, which named as ldquouser paid for by himselfrdquo. Then, in China, the model is used in the practice, the testing result is able to reflect out accurately characteristics of the data, and closely with the value of passenger enjoyed services.

Keywords

economics; least squares approximations; military aircraft; pattern classification; support vector machines; sustainable development; wavelet transforms; China; ICAO principle; MTOW; WRLS-SVM; air transport industry; aircraft economic classification model; civil aviation; maximum takeoff weight; passenger-enjoyed service; sustainable development; testing result; user-paid-for-by-himself principle; wavelet recursive least square support vector machine; Aerospace control; Aircraft manufacture; Aircraft propulsion; Communication system control; Economic indicators; Electronic mail; Kernel; Least squares methods; Support vector machine classification; Support vector machines; WRLS-SVM; actual loading weight; aircraft classification; maximum takeoff weight (MTOW);

fLanguage

English

Publisher

ieee

Conference_Titel

Computing, Communication, Control, and Management, 2009. CCCM 2009. ISECS International Colloquium on

Conference_Location

Sanya

Print_ISBN

978-1-4244-4247-8

Type

conf

DOI

10.1109/CCCM.2009.5268014

Filename

5268014