Structured model identification algorithm based on constrained optimisation.
Jérémy VayssettesGuillaume MercèreYannick BuryValerie Pommier-BudingerPublished in: ECC (2015)
Keyphrases
- probabilistic model
- objective function
- cost function
- mathematical model
- final result
- optimization model
- dynamic programming
- optimization algorithm
- parameter estimation
- computational model
- algorithm employs
- tree structure
- classification algorithm
- experimental evaluation
- em algorithm
- kalman filter
- recognition algorithm
- theoretical analysis
- filtering algorithm
- selection algorithm
- estimation algorithm
- markov model
- input data
- k means
- optimal solution
- detection algorithm
- expectation maximization
- simulation study
- algorithm has been developed
- learning algorithm
- probability distribution
- matching algorithm
- computational cost
- similarity measure
- decision trees
- identification rate
- multiple models
- model free
- convergence rate
- prior information
- closed form
- clustering method
- linear programming
- significant improvement
- search space
- computational complexity