An adaptive genetic algorithm for parameter estimation of biological oscillator models to achieve target quantitative system response.
Martin StrazarMiha MrazNikolaj ZimicMiha MoskonPublished in: Nat. Comput. (2014)
Keyphrases
- parameter estimation
- statistical models
- genetic algorithm
- random fields
- model selection
- model fitting
- maximum likelihood
- least squares
- markov random field
- em algorithm
- parameter estimation algorithm
- posterior distribution
- estimation problems
- probabilistic model
- maximum likelihood estimation
- parameter estimates
- parameters estimation
- parameter values
- higher order
- approximate inference
- expectation maximization
- gibbs sampling
- structure learning
- machine learning
- parameter learning
- markov chain monte carlo
- biological systems
- particle filter
- statistical model