Genetic algorithms for parameter estimation in mathematical modeling of glucose metabolism.
Umberto MorbiducciAndrea TuraMauro GrigioniPublished in: Comput. Biol. Medicine (2005)
Keyphrases
- parameter estimation
- mathematical modeling
- genetic algorithm
- systems biology
- signal transduction
- neural network
- maximum likelihood
- mathematical model
- least squares
- computational intelligence
- statistical models
- high throughput
- mathematical models
- model selection
- parameter estimation algorithm
- markov random field
- gene regulatory networks
- em algorithm
- fuzzy logic
- structure learning
- discrete event
- approximate inference
- maximum likelihood estimation
- artificial neural networks
- ordinary differential equations
- biological data
- expectation maximization
- machine learning
- image segmentation
- gene expression
- microarray
- computer vision
- high dimensional
- higher order