Deterministic global optimization algorithm based on outer approximation for the parameter estimation of nonlinear dynamic biological systems.
Antoni MiróCarlos PozoGonzalo Guillén-GosálbezJose A. EgeaLaureano JiménezPublished in: BMC Bioinform. (2012)
Keyphrases
- optimization algorithm
- parameter estimation
- biological systems
- nonlinear dynamics
- multi objective
- maximum likelihood
- least squares
- biologically inspired
- systems biology
- complex systems
- optimization method
- markov random field
- biological networks
- parameter estimation algorithm
- differential evolution
- model selection
- particle swarm optimization pso
- em algorithm
- evolutionary multi objective
- approximate inference
- neural network
- computational models
- expectation maximization
- artificial bee colony
- closed form
- complex biological systems
- structure learning
- particle swarm optimization
- evolutionary algorithm