Comparison of GA and PSO performance in parameter estimation of microbial growth models: A case-study using experimental data.
Dulce CalçadaAgostinho C. RosaLuis C. DuarteVitor V. LopesPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- experimental data
- parameter estimation
- parameter estimates
- statistical models
- maximum likelihood
- model selection
- random fields
- markov random field
- least squares
- dynamic model
- particle swarm optimization pso
- model fitting
- approximate inference
- genetic algorithm ga
- genetic algorithm
- mathematical models
- estimation problems
- particle swarm optimization
- hybrid algorithm
- expectation maximization
- posterior distribution
- simulated annealing
- fitness function
- pso algorithm
- em algorithm
- causal structure
- multi objective
- parameter estimation algorithm
- differential evolution
- particle swarm optimisation
- parameter values
- artificial neural networks