Hybrid differential evolution with geometric mean mutation in parameter estimation of bioreaction systems with large parameter search space.
Pang-Kai LiuFeng-Sheng WangPublished in: Comput. Chem. Eng. (2009)
Keyphrases
- differential evolution
- parameter estimation
- evolutionary algorithm
- parameter optimization
- convergence speed
- optimization algorithm
- search space
- mutation operator
- parameter values
- particle swarm optimization
- maximum likelihood
- differential evolution algorithm
- optimization method
- evolution strategy
- genetic algorithm
- markov random field
- parameter estimates
- em algorithm
- least squares
- premature convergence
- particle swarm optimization pso
- adaptive differential evolution
- model selection
- expectation maximization
- parameter estimation algorithm
- crossover operator
- multi objective
- numerical optimization problems
- fitness function
- particle swarm
- function optimization problems
- optimization problems
- image processing
- global optimization problems
- biogeography based optimization
- computer vision
- evolutionary programming