A Parallel Differential Evolution Algorithm for Parameter Estimation in Dynamic Models of Biological Systems.
David R. PenasJulio R. BangaPatricia GonzálezRamon DoalloPublished in: PACBB (2014)
Keyphrases
- parameter estimation
- biological systems
- dynamic model
- differential evolution algorithm
- differential evolution
- parameter estimates
- evolutionary algorithm
- complex systems
- experimental data
- control parameters
- maximum likelihood
- biologically inspired
- least squares
- model selection
- em algorithm
- markov random field
- parameter estimation algorithm
- expectation maximization
- control scheme
- parameter values
- optimization model
- optimization algorithm
- structure learning
- biologically inspired design
- learning algorithm
- particle swarm
- traveling salesman problem
- particle swarm optimization
- dynamic systems
- evolutionary computation