Benefits of Bayesian network models [electronic resource] / Philippe Weber, Christophe Simon.
This book explains the principles of knowledge structuration to ensure a valid BN and DBN model and illustrate the flexibility and efficiency of these representations in dependability, risk analysis and control of multi-state systems and dynamic systems. Across five chapters, the authors present sev...
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| Language: | English |
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London, UK : Hoboken, NJ, USA :
ISTE ; Wiley,
2016.
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| Format: | Electronic eBook |
Contents:
- Introduction
- Bayesian networks
- Bayesian networks: a modeling formalism for system dependability
- Bayesian network: modeling formalism of the structure function of Boolean systems
- Bayesian network: modeling formalism of the structure function of multi-state systems
- Dynamic Bayesian networks
- Dynamic Bayesian networks: integrating environmental and operating constraints in reliability computation
- Dynamic Bayesian networks: integrating reliability computation in the control system
- Conclusion.