Reliable Task Planning of Networked Devices as a Multi-Objective Problem Using NSGA-II and Reinforcement Learning.
Dongcheng LiQiang HouMan ZhaoZhiming WuPublished in: IEEE Access (2022)
Keyphrases
- multi objective
- nsga ii
- reinforcement learning
- multi objective optimization
- evolutionary algorithm
- multiobjective optimization
- pareto optimal
- optimization algorithm
- multiobjective evolutionary algorithm
- multiobjective optimization problems
- multi objective optimization problems
- evolutionary multiobjective optimization
- multi objective differential evolution
- particle swarm optimization
- multi objective optimisation
- multi objective evolutionary algorithms
- genetic algorithm
- bi objective
- constrained multi objective optimization problems
- test problems
- multiple objectives
- objective function
- uniform design
- optimal solution
- evolutionary multiobjective
- state space
- multi objective problems
- strength pareto evolutionary algorithm
- pareto fronts
- optimization problems
- pareto dominance
- pareto set
- motion planning
- pareto optimal solutions
- multi criteria
- knapsack problem
- crossover operator
- lower bound
- multi objective genetic algorithm
- differential evolution
- decision making
- machine learning