Integration of simulation and Markov Chains to support Bayesian Networks for probabilistic failure analysis of complex systems.
Ahmed El-AwadyKumaraswamy PonnambalamPublished in: Reliab. Eng. Syst. Saf. (2021)
Keyphrases
- complex systems
- markov chain
- bayesian networks
- agent based models
- mathematical models
- steady state simulation
- steady state
- agent based modelling
- dynamic systems
- transition probabilities
- emergent behavior
- finite state
- technical systems
- physical systems
- mathematical model
- state space
- monte carlo simulation
- maximum likelihood
- monte carlo method
- random walk
- machine learning
- stationary distribution
- simulation model
- multi agent
- complex adaptive systems
- search algorithm