An Intelligent Evaluation Method to Analyze the Competitiveness of Airlines
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-09-07
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
An intelligent evaluation method is presented to analyze the competitiveness of airlines.
From the perspective of safety, service, and normality, we establish the competitiveness indexes of traffic rights and the standard sample base.
The self-organizing mapping (SOM) neural network is utilized to self-organize and self-learn the samples in the state of no supervision and prior knowledge.
The training steps of high convergence speed and high clustering accuracy are determined based on the multistep setting.
The typical airlines index data are utilized to verify the effect of the self-organizing mapping neural network on the airline competitiveness analysis.
The simulation results show that the self-organizing mapping neural network can accurately and effectively classify and evaluate the competitiveness of airlines, and the results have important reference value for the allocation of traffic rights resources.
American Psychological Association (APA)
Zhao, Jun& Chen, Xumei. 2020. An Intelligent Evaluation Method to Analyze the Competitiveness of Airlines. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-9.
https://search.emarefa.net/detail/BIM-1201450
Modern Language Association (MLA)
Zhao, Jun& Chen, Xumei. An Intelligent Evaluation Method to Analyze the Competitiveness of Airlines. Mathematical Problems in Engineering No. 2020 (2020), pp.1-9.
https://search.emarefa.net/detail/BIM-1201450
American Medical Association (AMA)
Zhao, Jun& Chen, Xumei. An Intelligent Evaluation Method to Analyze the Competitiveness of Airlines. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-9.
https://search.emarefa.net/detail/BIM-1201450
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1201450