Deep reinforcement learning assisted automated guiding vector selection for large-scale sparse multi-objective optimization.
Shuai ShaoYe TianXing-yi ZhangPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- multi objective optimization
- reinforcement learning
- multi objective
- evolutionary algorithm
- crossover and mutation
- sparse matrix
- multi objective optimization problems
- nsga ii
- function approximation
- pareto optimal
- genetic algorithm
- hybrid evolutionary algorithm
- multi objective genetic algorithm
- differential evolution
- multi objective evolutionary algorithms
- solving multi objective optimization problems
- multiple objectives
- state space
- bi objective
- pareto dominance
- complex optimization problems
- multiobjective optimization
- multi objective genetic algorithms
- pareto optimal set
- machine learning
- selection algorithm
- particle swarm optimization
- multi objective problems
- multi objective optimisation