Towards the geometry of estimation of distribution algorithms based on the exponential family.
Luigi MalagòMatteo MatteucciGiovanni PistonePublished in: FOGA (2011)
Keyphrases
- exponential family
- estimation of distribution algorithms
- evolutionary computation
- feature subset selection
- maximum likelihood
- graphical models
- closed form
- statistical models
- density estimation
- log likelihood
- evolutionary algorithm
- particle swarm optimization algorithm
- genetic algorithm
- genetic programming
- mixture model
- multi objective optimization
- multi objective
- missing values
- combinatorial optimization
- combinatorial optimization problems
- probability density function
- variational methods
- order statistics
- continuous domains
- hidden variables
- particle swarm optimization
- simulated annealing
- fitness function
- random variables
- metaheuristic
- computational intelligence
- semi supervised
- level set
- em algorithm