Curse and Blessing of Uncertainty in Evolutionary Algorithm Using Approximation.
Yew-Soon OngZongzhao ZhouDudy LimPublished in: IEEE Congress on Evolutionary Computation (2006)
Keyphrases
- evolutionary algorithm
- optimization problems
- evolutionary computation
- multi objective
- function optimization
- differential evolution
- genetic programming
- genetic algorithm
- mutation operator
- fitness function
- simulated annealing
- error bounds
- high dimensional
- multi objective optimization
- genetic operators
- approximation error
- high dimensionality
- uncertain data
- dimensionality reduction
- hybrid evolutionary algorithm
- approximation methods
- evolutionary strategy
- crossover operator
- high dimensional data
- belief functions
- evolutionary process
- special case
- computational intelligence
- rough sets
- data sets
- inherent uncertainty