GPU-based PQGA algorithm for estimating parameters of Muskingum model.
Aijia OuyangMartin H. LuerssenQian WangXuyu PengPublished in: ICNC-FSKD (2017)
Keyphrases
- probabilistic model
- mathematical model
- theoretical analysis
- input data
- cost function
- recognition algorithm
- expectation maximization
- algorithm employs
- times faster
- objective function
- parameter estimation
- learning algorithm
- levenberg marquardt
- selection algorithm
- em algorithm
- parameter values
- prior information
- optimization model
- linear model
- autoregressive
- search space
- estimation process
- worst case
- energy function
- segmentation algorithm
- parameter space
- simulated annealing
- dynamic programming
- parallel implementation
- k means
- kalman filter
- tree structure
- control parameters
- initial estimates
- maximum likelihood
- maximum likelihood estimation
- parametric models
- state variables
- estimated parameters
- gaussian mixture
- optimal solution
- evolutionary algorithm
- classification algorithm
- optimization method
- bayesian framework
- density function
- probability density function
- convergence rate
- sensitivity analysis
- transfer function
- computational complexity
- similarity measure
- closed form
- neural network
- maximum likelihood estimates
- parameter settings
- parameters estimation