A methodology for parameter estimation in system dynamics models using artificial intelligence.
Jyotirmay GadewadikarJeremy MarshallPublished in: Syst. Eng. (2024)
Keyphrases
- parameter estimation
- statistical models
- model selection
- random fields
- artificial intelligence
- maximum likelihood
- em algorithm
- model fitting
- markov random field
- least squares
- estimation problems
- parameter values
- expectation maximization
- posterior distribution
- maximum likelihood estimation
- parameter estimation algorithm
- structure learning
- markov chain monte carlo
- machine learning
- parameter estimates
- similarity measure
- probabilistic model