An Informed Operator Based Genetic Algorithm for Tuning the Reaction Rate Parameters of Chemical Kinetics Mechanisms.
Lionel ElliottDerek B. InghamAdrian G. KyneNicolae S. MeraMohamed PourkashanianChristopher W. WilsonPublished in: GECCO (2) (2004)
Keyphrases
- genetic algorithm
- chemical reaction
- chemical reactions
- mutation rate
- parameter optimization
- fine tuning
- parameter settings
- population size
- optimal parameters
- parameter tuning
- sensitivity analysis
- building blocks
- expectation maximization
- tuning parameters
- parameter estimation
- parameter values
- evolutionary algorithm
- adaptive mutation
- genetic operators
- control strategies
- genetic algorithm ga
- fitness function
- particle swarm optimization
- maximum likelihood
- simulated annealing
- artificial neural networks