Data-efficient exploration, optimization, and modeling of diverse designs through surrogate-assisted illumination.
Adam GaierAlexander AsterothJean-Baptiste MouretPublished in: GECCO (2017)
Keyphrases
- synthetic data
- data sets
- raw data
- data analysis
- image data
- data sources
- end users
- viewpoint
- database
- training set
- high quality
- data quality
- small number
- complex data
- data collection
- data distribution
- data objects
- illumination invariant
- experimental data
- spatial data
- sensor data
- high dimensional data
- statistical analysis
- data processing
- evolutionary algorithm
- database systems
- genetic algorithm
- real world