EvoPER - An R package for applying evolutionary computation methods in the parameter estimation of individual-based models implemented in Repast.
Antonio Prestes GarcíaAlfonso Rodríguez-PatónPublished in: PeerJ Prepr. (2016)
Keyphrases
- parameter estimation
- evolutionary computation
- statistical models
- estimation problems
- evolutionary algorithm
- maximum likelihood
- model selection
- random fields
- computational intelligence
- genetic programming
- least squares
- model fitting
- markov random field
- nature inspired algorithms
- machine learning and data mining
- genetic algorithm
- parameter estimates
- computer vision
- swarm intelligence
- approximate inference
- structure learning
- posterior distribution
- fitness function
- power system
- higher order