Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression.
Mengyuan WuSam KwongYuheng JiaKe LiQingfu ZhangPublished in: GECCO (2017)
Keyphrases
- multi objective optimization
- gaussian process regression
- multi objective
- evolutionary algorithm
- gaussian processes
- gaussian process
- covariance function
- differential evolution
- pareto optimal set
- genetic algorithm
- multi objective genetic algorithm
- multi objective optimization problems
- pareto optimal
- multiple objectives
- multi objective genetic algorithms
- bi objective
- nsga ii
- multiobjective optimization
- regression model
- non stationary
- search space