Sensitivity Analysis of Carrier Aviation Support System Based on Fuzzy-ANP

Abstract:

System sensitivity is an important basis for carrier aviation support system design and improvement. According to research presented fuzzy network analysis (Fuzzy-ANP) to achieve sensitivity analysis of carrier aviation support system. The first is based on ANP method to establish sensitivity analysis network model of carrier aviation support system, followed by the application of fuzzy theory to determine the weight of sensitivity analysis index, and finally enter specific technical parameters based on secondary subsystem or device of carrier aviation support system, sensitivity analysis, corrected analytical model, proposed carrier aviation support system design suggestions.

• Periodical: Applied Mechanics and Materials (Volume 574)
• Pages: 569-576
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.574.569
• Online since: July 2014
• Authors: Yong Tao Yu*, Ying Ding
• Keywords: Carrier Aviation Support System, Fuzzy-ANP, Sensitivity Analysis

References

[1] LEE A H I, A fuzzy AHP and BSC approach for evaluating performance of IT department in the manufacturing industry in Taiwan [J]. Expert Systems with Applications, 2008 (34): 96 -107.

DOI: 10.1016/j.eswa.2006.08.022

[2] Uzay Kaymak H R. A Sensitivity Analysis Approach to Introducing Weight Factors into Decision Functions in Fuzzy Multicriteria Decision Making [J]. Fuzzy Sets and Systems, 1998, 97(2): 169-182.

DOI: 10.1016/s0165-0114(96)00336-3

[3] Ishibuchi H, Nii M. Neural Networks for Soft Decision Making [J]. Fuzzy Sets and Systems, 1998, 115(2000): 121-140.

DOI: 10.1016/s0165-0114(99)00022-6

[4] Molina A V. Application of Neural Networks for the Performance Evaluation of Bridges[C]. Probabilistic Mechanics and Structural and Reliability, Proceedings of the Specialty Conference, 1996, 1996: 298-301.

[5] DAGDEVIREN M, YÜKSEL 1. A fuzzy analytic net­work process (ANP) model for measurement of the sectored competitions level (SCL) [J]. Expert Systems with Applications, 2009(5): 215-221.

DOI: 10.1016/j.eswa.2009.05.074

[6] Saaty. Decision Making With Dependence Feedback: The Analytic Network Process [M]. RWS Publications, Pittsburgh, 2001. 83-93.

[7] KAYMAK U, LEMKE H R V N. A sensitivity analysis approach to introducing weight factors into decision functions in fuzzy decision making [J]. Fuzzy Sets and Systems, 1998(97): 169-182.

DOI: 10.1016/s0165-0114(96)00336-3

[8] Ying J Q, Miyagi T. Sensitivity analysis for stochastic user equilibrium network flows-a dual approach [J]. Transportation Science, 2001, 35(2): 124-133.

DOI: 10.1287/trsc.35.2.124.10137