Simultaneous structure discovery and parameter estimation in gene networks using a multi-objective GP-PSO hybrid approach.
Xinye CaiPraveen KoduruSanjoy DasStephen M. WelchPublished in: Int. J. Bioinform. Res. Appl. (2009)
Keyphrases
- parameter estimation
- multi objective
- maximum likelihood
- gene networks
- particle swarm optimization
- evolutionary algorithm
- optimization algorithm
- least squares
- model selection
- genetic programming
- parameter estimation algorithm
- fitness function
- expectation maximization
- markov random field
- objective function
- genetic algorithm
- statistical models
- approximate inference
- microarray
- em algorithm
- gene expression data
- data mining