封面
承诺书
中文摘要
英文摘要
目录
CHAPTER 1 INTRODUCTION
1.1 Dissertation Outline
CHAPTER 2 LITERATURE REVIEW
2.1 System Reliability Prediction
2.2 System Cost Estimation
2.3 Multi-Objective Optimization
2.4 Multi-Objective GA for Reliability Optimization
CHAPTER 3 FAILURE RATE ESTIMATION FOR COMPLEX SYSTEM
3.1 Failure Rate
3.2 Failure Rate Computation for Exponentially Distributed Systems
3.3 The Proposed Method
3.4 Conclusion
CHAPTER 4 HYBRID MULTI-OBJECTIVE OPTIMIZATION ALGORITHM BASED ON GA AND HEURISTIC TECHNIQUE
4.1 Classification of Multi-Objective Optimization
4.2 GPSIA Method
4.3 Pareto Set Space
4.4 Experimental Design
4.4 Conclusion
CHAPTER 5 BIOLOGICALLY INSPIRED CONSTRAINED MULTI-OBJECTIVE OPTIMIZATION ALGORITHM BASED ON GA
5.1 Constrained Multi-Objective Optimization Problem
5.2 Existing Constraint Handling Techniques in Optimization
5.3 Proposed Biologically Inspired Constrain Handling Technique
5.4 Comparative Study 5.4.1 Performance Metrics
5.5 Conclusions
CHAPTER 6 MULTI-OBJECTIVE OPTIMIZATION OF AN AIRCRAFT POSITION INDICATOR AND ACTUATION SYSTEM
6.1 Previous Related Work
6.2 Landing Gear System
6.3 Research Method
6.4 Experimental Design
6.5 Conclusion
CHAPTER 7 CONCLUSIONS AND FUTURE WORK
7.1 Conclusions
7.2 Future Work
参考文献
致谢
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