원문정보
보안공학연구지원센터(IJMUE)
International Journal of Multimedia and Ubiquitous Engineering
Vol.11 No.6
2016.06
pp.181-194
피인용수 : 0건 (자료제공 : 네이버학술정보)
목차
Abstract
1. Introduction
2. Influencing Factors Analysis of General Aircraft Material Demand
2.1. Accumulated Flight Time within Compute Cycles (P1)
2.2. Air Materiel Failure Rate (P2)
2.3. Mean Time between Failures of Air Materiel (P3)
2.4. Technical Level of Maintenance Crew (P4)
2.5. Environmental Factor (P5)
3. BP Neural Network
3.1 Basic Theory of BP Neural Network
3.2. The Training of BPNN
4. The Modified of PSO Algorithm
4.1. The Basic PSO Algorithm
4.2. The Modified PSO Algorithm
4.3 MPSO Algorithm Flow
5. Construction of MPSO-BP Neural Network Forecast Model
5.1 Determination Structure of MPSO-BP Neural Network
5.2 The Training and Forecast of MPSO-BP Neural Network
6. Actual Example and Analysis
7. Conclusion
Acknowledgements
References
1. Introduction
2. Influencing Factors Analysis of General Aircraft Material Demand
2.1. Accumulated Flight Time within Compute Cycles (P1)
2.2. Air Materiel Failure Rate (P2)
2.3. Mean Time between Failures of Air Materiel (P3)
2.4. Technical Level of Maintenance Crew (P4)
2.5. Environmental Factor (P5)
3. BP Neural Network
3.1 Basic Theory of BP Neural Network
3.2. The Training of BPNN
4. The Modified of PSO Algorithm
4.1. The Basic PSO Algorithm
4.2. The Modified PSO Algorithm
4.3 MPSO Algorithm Flow
5. Construction of MPSO-BP Neural Network Forecast Model
5.1 Determination Structure of MPSO-BP Neural Network
5.2 The Training and Forecast of MPSO-BP Neural Network
6. Actual Example and Analysis
7. Conclusion
Acknowledgements
References
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