Confidence intervals of success rates in evolutionary computation.
David F. BarreroDavid CamachoMaría D. R.-MorenoPublished in: GECCO (2010)
Keyphrases
- evolutionary computation
- success rate
- confidence intervals
- evolutionary algorithm
- genetic programming
- computational intelligence
- sample size
- machine learning and data mining
- genetic algorithm
- fuzzy logic
- swarm intelligence
- fitness function
- stochastic systems
- monte carlo
- markov chain
- evolutionary approaches
- test set
- multi objective
- stopping rules
- conditional probabilities
- nature inspired algorithms
- machine learning
- optimization problems
- classification accuracy
- estimation of distribution algorithms
- variance reduction