Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions.
Cuie YangJinliang DingYaochu JinTianyou ChaiPublished in: IEEE Trans. Evol. Comput. (2020)
Keyphrases
- knowledge transfer
- multiobjective optimization
- data driven
- multi objective
- min max
- pareto frontier
- single objective optimization
- multiple objectives
- transfer learning
- knowledge sharing
- swarm intelligence
- artificial immune system
- nsga ii
- multi objective evolutionary algorithms
- strength pareto evolutionary algorithm
- pareto optimal
- learning tasks
- optimal solution
- multi objective optimization
- benchmark problems
- case study
- multi objective optimization problems
- machine learning
- machine learning algorithms
- optimization algorithm
- particle swarm optimization
- decision trees
- genetic algorithm
- neural network