Using an Improved Differential Evolution Algorithm for Parameter Estimation to Simulate Glycolysis Pathway.
Chuii Khim ChongMohd Saberi MohamadSafaai DerisMohd Shahir ShamsirAfnizanfaizal AbdullahYee Wen ChoonLian En ChaiSigeru OmatuPublished in: DCAI (2012)
Keyphrases
- parameter estimation
- metabolic pathways
- biological data
- maximum likelihood
- model selection
- least squares
- markov random field
- statistical models
- biological systems
- systems biology
- random fields
- computational biology
- em algorithm
- approximate inference
- maximum likelihood estimation
- high throughput
- parameter estimation algorithm
- parameter estimates
- structure learning
- model fitting
- complex structures
- gene regulatory networks
- estimation problems
- expectation maximization
- molecular biology
- statistical methods
- knowledge representation