Data assimilation with agent-based models using Markov chain sampling.
Daniel TangNick MallesonPublished in: CoRR (2022)
Keyphrases
- markov chain
- agent based models
- data assimilation
- simulation model
- monte carlo
- simulation models
- markov chain monte carlo
- gibbs sampler
- agent based simulation
- transition probabilities
- complex systems
- anomaly detection
- monte carlo method
- random walk
- stationary distribution
- transition matrix
- kalman filter
- multi agent
- smart environments
- remote sensing
- state space
- motion field
- spatial structure
- spatial analysis
- mathematical model
- machine learning
- ambient intelligence
- particle filter
- image sequences