Constructions of air transportation super network and characteristics analysis
Traditional single-layer complex networks models show unsatisfactory practicality in modeling multi-functional, collaboratively operating aviation systems. This paper proposes a method for constructing a directed weighted super network model for aviation transport systems. Firstly, four functional sub-networks are constructed, including airline company sub-network, air route sub-network, airports-airline sub-network and the sector sub-network. On basis of the sub-networks, a super network model for aviation transport is introduced. Characteristics of the super network are then analyzed by using metrics such as functional-structural correlation coefficient, and node hyperdegree ratio. Results show that the super network structure is unstable, with low levels of association between most sub-networks, but stronger associations between air route-the Sector and air company networks-airports-airline. This work sets good bases for further vulnerability analysis of complex network.
Authors
- Songchen Han (ORCID: https://orcid.org/0000-0001-8598-6558)
- Gang Sun (ORCID: https://orcid.org/0000-0003-0241-0364)
- Jiayu Quan
Institutions
- Sichuan University (CN)
Publication Details
- Published
- 2024-11-19
- DOI
- https://doi.org/10.1117/12.3052502
- Primary Topic
- Simulation and Modeling Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00