An EM algorithm for platoon arrival processes in discrete time.
Lothar BreuerAttahiru Sule AlfaPublished in: Oper. Res. Lett. (2005)
Keyphrases
- arrival processes
- em algorithm
- queue length
- expectation maximization
- maximum likelihood
- single server
- mixture model
- service times
- parameter estimation
- generative model
- gaussian mixture model
- maximum likelihood estimation
- likelihood function
- expectation maximisation
- steady state
- hyperparameters
- incomplete data
- gaussian mixture
- arrival process
- log likelihood
- penalized likelihood
- queueing networks
- hidden variables
- state dependent
- probability density function
- mixture modeling
- maximum a posteriori
- probabilistic model
- image processing
- density estimation