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Table of Contents | ||||||
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1. | Levy Processes and Their Characteristics | 1 | ||||
1.1. | Levy Processes | 1 | ||||
1.2. | The Levy-Ito Decomposition | 2 | ||||
1.3. | The Strong Markov Property for Levy Processes | 3 | ||||
1.4. | Subordinators | 5 | ||||
1.5. | Spectrally Positive Processes | 7 | ||||
1.6. | Examples of Spectrally Positive Processes | 12 | ||||
1.7. | The Compensation Formula | 15 | ||||
1.8. | Non-homogeneous Levy Processes | 16 | ||||
1.9. | Potentials | 17 | ||||
References | 22 | |||||
2. | Degradation Processes | 23 | ||||
2.1. | Introduction | 23 | ||||
2.2. | Basic Definitions and Results | 25 | ||||
2.3. | Life Distributions of Devices Subject to Degradation | 30 | ||||
2.4. | Control-Limit Maintenance Policies for Continuously Monitored Degradable Systems | 34 | ||||
2.5. | One-Level Control-Limit Maintenance Policies for Non-Continuously Monitored Degradable Systems | 41 | ||||
2.6. | Multi-Level Control-Limit Maintenance Policies for Non-Continuously Monitored Degradable Systems | 59 | ||||
2.7. | Examples | 62 | ||||
2.8. | Inference for the Parameters of the Degradation Process | 65 | ||||
References | 73 | |||||
3. | Storage Models: Control of Dams Using PMγ,π Policies | 77 | ||||
3.1. | Introduction and Summary | 77 | ||||
3.2. | Basic Definitions and Results | 78 | ||||
3.3. | The PMγ,π Control Policies and Their Associated Cost Functionals | 80 | ||||
3.4. | Subordinator Input | 83 | ||||
3.5. | Spectrally Positive and Spectrally Positive Reflected at its Infimum Inputs | 92 | ||||
3.6. | Examples | 100 | ||||
References | 108 | |||||
Appendix: Preliminaries | 109 | |||||
Index | 115 |
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