Reducing local minima in fitness landscapes of parameter estimation by using piecewise evaluation and state estimation.
Christoph ZimmerFrank T. BergmannSven SahlePublished in: CoRR (2016)
Keyphrases
- parameter estimation
- state estimation
- estimation problems
- maximum likelihood
- model selection
- markov random field
- least squares
- dynamic systems
- parameter estimation algorithm
- kalman filter
- em algorithm
- particle filter
- state space model
- fitness landscape
- random fields
- expectation maximization
- particle filtering
- posterior distribution
- kalman filtering
- parameter estimates
- higher order