A Comparison of Genetic Algorithms and Particle Swarm Optimization for Parameter Estimation in Stochastic Biochemical Systems.
Daniela BesozziPaolo CazzanigaGiancarlo MauriDario PesciniLeonardo VanneschiPublished in: EvoBIO (2009)
Keyphrases
- parameter estimation
- particle swarm optimization
- genetic algorithm
- maximum likelihood
- least squares
- statistical models
- model selection
- model fitting
- markov random field
- parameter values
- multi objective
- em algorithm
- pso algorithm
- neural network
- experimental data
- differential evolution
- random fields
- structure learning
- expectation maximization
- particle swarm optimization pso
- simulated annealing
- position estimation
- parameters estimation