Improving the efficiency of evolutionary algorithms for large-scale optimization with multi-fidelity models.
Chun-Chih ChiuSi ZhangJames T. LinLu ZhenEdward HuangPublished in: WSC (2016)
Keyphrases
- evolutionary algorithm
- optimization problems
- multi objective
- global optimization
- optimization method
- genetic programming
- response surface
- complex systems
- model selection
- evolution strategy
- small scale
- statistical models
- fitness function
- machine learning algorithms
- real life
- neural network
- data sets
- probabilistic model
- statistical model
- prior knowledge
- feature selection
- search engine
- genetic algorithm
- multiobjective optimization
- differential evolution algorithm