Parameter Estimation via Analysis of Fuzzy Clusters (PEAF): An Algorithm to Estimate Parameters of Agent-Based Models.
Shahab Sheikh-BahaeiC. Anthony HuntPublished in: CAINE (2007)
Keyphrases
- parameter estimation
- expectation maximization
- em algorithm
- maximum likelihood
- parameter estimation algorithm
- parameter estimates
- maximum likelihood estimation
- parameters estimation
- least squares
- parameter values
- model fitting
- model selection
- markov random field
- mathematical model
- estimation algorithm
- k means
- random fields
- maximum likelihood estimates
- learning algorithm
- bayesian framework
- closed form
- data mining
- markov chain
- fuzzy sets
- probabilistic model
- agent based models