Optimal initial state for fast parameter estimation in nonlinear dynamical systems.
Qiaochu LiCarine JauberthieLilianne Denis-VidalZohra CherfiPublished in: Comput. Methods Programs Biomed. (2019)
Keyphrases
- parameter estimation
- initial state
- nonlinear dynamical systems
- maximum likelihood
- least squares
- model selection
- markov random field
- em algorithm
- parameter estimation algorithm
- situation calculus
- dynamical systems
- approximate inference
- expectation maximization
- average cost
- state space
- optimal solution
- probability distribution
- video sequences
- data mining
- image sequences
- phase space
- parameter estimates
- structure learning
- optimal policy
- dynamic programming
- dynamic environments
- sufficient conditions