Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation.
Kumara SastryMartin PelikanDavid E. GoldbergPublished in: IEEE Congress on Evolutionary Computation (2004)
Keyphrases
- building blocks
- genetic algorithm
- fitness function
- evolutionary algorithm
- population size
- genetic programming
- evolutionary computation
- simulated annealing
- back end
- evolution process
- crossover and mutation
- image enhancement
- fitness landscape
- optimization method
- evolutionary process
- search capabilities
- estimation accuracy
- software components
- fuzzy logic
- pairwise
- particle swarm optimization
- artificial neural networks
- multi objective
- adaptive parameter control
- natural selection
- image processing
- genetic operators
- high efficiency
- estimation error
- neural network
- computational efficiency
- search algorithm