On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond.
Shiji ZhouWenpeng ZhangJiyan JiangWenliang ZhongJinjie GuWenwu ZhuPublished in: NeurIPS (2022)
Keyphrases
- multi objective
- evolutionary algorithm
- multi objective evolutionary algorithms
- stochastic approximation
- optimization algorithm
- multi objective optimization
- particle swarm optimization
- objective function
- multiobjective optimization
- genetic algorithm
- conflicting objectives
- multiple objectives
- pareto optimal
- multi objective optimization problems
- evolutionary optimization
- convergence speed
- convergence rate
- stochastic model
- monte carlo
- edge detection
- multiobjective evolutionary algorithm
- stochastic optimization
- multi objective evolutionary
- bi objective
- differential evolution
- gradient information
- stochastic programming
- gradient method
- metaheuristic
- trade off