An Evaluation Method for Sortie Generation Capacity of Carrier Aircrafts with Principal Component Reduction and Catastrophe Progression Method
Joint Authors
Luan, Tiantian
Sun, Mingxiao
Xia, Guoqing
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-05-28
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
This study proposes a new comprehensive evaluation method with principal component reduction and catastrophe progression method, considering the complexity, hierarchy, contradiction, and relevance of the factors in sortie generation of carrier aircrafts.
First of all, the index system of sortie generation capacity is ascertained, which contains correlative indexes.
The principal component reduction method is applied to transform the correlative indexes into independent indexes.
This method eliminates the effect of correlativity among indexes.
The principal components are determined with their contributions.
Then the reduced principal components are evaluated in catastrophe progression method.
This method is easy to realize without weights, which is more objective.
In fact, catastrophe progression method is a multidimensional fuzzy membership function, which is suitable for the incompatible multiobjective evaluation.
Thus, a two-level evaluation method for sortie generation capacity of carrier aircrafts is realized with principal component reduction and catastrophe progression method.
Finally, the Surge operation of aircraft carrier “Nimitz” is taken as an example to evaluate the sortie generation capacity.
The results of the proposed method are compared with those of Analytic Hierarchy Process, which verify the usefulness and reliability of the proposed method.
American Psychological Association (APA)
Xia, Guoqing& Luan, Tiantian& Sun, Mingxiao. 2017. An Evaluation Method for Sortie Generation Capacity of Carrier Aircrafts with Principal Component Reduction and Catastrophe Progression Method. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1189907
Modern Language Association (MLA)
Xia, Guoqing…[et al.]. An Evaluation Method for Sortie Generation Capacity of Carrier Aircrafts with Principal Component Reduction and Catastrophe Progression Method. Mathematical Problems in Engineering No. 2017 (2017), pp.1-10.
https://search.emarefa.net/detail/BIM-1189907
American Medical Association (AMA)
Xia, Guoqing& Luan, Tiantian& Sun, Mingxiao. An Evaluation Method for Sortie Generation Capacity of Carrier Aircrafts with Principal Component Reduction and Catastrophe Progression Method. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1189907
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1189907