Effective parameter estimation for S-system models using LPMs and evolutionary algorithms.
Shuhei KimuraYusuke AmanoKoki MatsumuraMariko Okada-HatakeyamaPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- parameter estimation
- evolutionary algorithm
- statistical models
- model selection
- maximum likelihood
- random fields
- least squares
- markov random field
- em algorithm
- model fitting
- expectation maximization
- estimation problems
- parameter estimates
- markov chain monte carlo
- maximum likelihood estimation
- gibbs sampling
- parameter values
- structure learning
- approximate inference
- differential evolution
- parameter learning
- data mining
- prior knowledge
- parameter estimation algorithm