Application of the Global Optimization Methods for Solving the Parameter Estimation Problem in Mathematical Immunology.
Valerya V. ZheltkovaDmitry A. ZheltkovGennady BocharovEugene TyrtyshnikovPublished in: LSSC (2019)
Keyphrases
- parameter estimation
- optimization methods
- maximum likelihood
- model selection
- markov random field
- least squares
- optimization problems
- optimization approaches
- optimization method
- statistical models
- em algorithm
- parameter estimation algorithm
- expectation maximization
- parameter values
- simulated annealing
- random fields
- approximate inference
- estimation problems
- posterior distribution
- model fitting
- neural network
- particle swarm optimization
- particle swarm
- bayesian networks
- efficient optimization
- unconstrained optimization