Maximum likelihood parameter estimation of dynamic systems by heuristic swarm search.
Yongzhong LuDanping YanMin ZhouDavid LevyPublished in: Intell. Data Anal. (2017)
Keyphrases
- parameter estimation
- maximum likelihood
- dynamic systems
- search algorithm
- em algorithm
- search space
- complex systems
- qualitative reasoning
- discrete event
- consistency based diagnosis
- expectation maximization
- maximum likelihood estimation
- model based diagnosis
- random fields
- least squares
- model fitting
- gaussian distribution
- likelihood function
- dynamical systems
- parameter estimation algorithm
- maximum a posteriori
- approximate inference
- posterior distribution
- optimal solution
- particle filter
- beam search
- high dimensional
- parameter learning
- linear time invariant
- parameter estimates
- state estimation
- continuous variables
- structure learning
- synthetic aperture radar
- hyperparameters
- model selection
- multi agent systems