Global Optimization Approach for Parameter Estimation in Stochastic Dynamic Models of Biosystems.
Carlos SequeirosIrene Otero-MurasCarlos VázquezJulio R. BangaPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2023)
Keyphrases
- global optimization
- parameter estimation
- dynamic model
- parameter estimates
- maximum likelihood
- experimental data
- least squares
- model selection
- particle swarm optimization
- markov random field
- pso algorithm
- random fields
- statistical models
- parameter estimation algorithm
- posterior distribution
- approximate inference
- em algorithm
- model fitting
- multiple models
- estimation problems
- constrained global optimization
- expectation maximization
- three dimensional
- global solution
- image completion