Parameter Estimation for Simulation of Glycolysis Pathway by Using an Improved Differential Evolution.
Chuii Khim ChongMohd Saberi MohamadSafaai DerisYee Wen ChoonLian En ChaiPublished in: KTW (2011)
Keyphrases
- parameter estimation
- differential evolution
- metabolic pathways
- evolutionary algorithm
- parameter optimization
- maximum likelihood
- differential evolution algorithm
- particle swarm optimization
- optimization algorithm
- least squares
- markov random field
- model selection
- optimization method
- mutation operator
- particle swarm optimization pso
- em algorithm
- parameter estimation algorithm
- statistical models
- genetic algorithm
- expectation maximization
- global optimization problems
- numerical optimization problems
- approximate inference
- parameter estimates
- structure learning
- multi objective
- pso algorithm
- solving global optimization problems
- crossover operator
- hyperparameters
- experimental data
- artificial neural networks
- systems biology
- biological systems
- biological data
- parameter values