A learning and evolution-based intelligence algorithm for multi-objective heterogeneous cloud scheduling optimization.
Yuanyuan HaoChunliang ZhaoZhong LiBingfeng SiHerwig UngerPublished in: Knowl. Based Syst. (2024)
Keyphrases
- optimization algorithm
- learning algorithm
- multi objective
- dynamic programming
- objective function
- particle swarm optimization
- stochastic gradient descent
- computational complexity
- multiple objectives
- optimization process
- cost function
- np hard
- worst case
- segmentation algorithm
- optimization method
- constrained optimization
- evolution strategy
- particle swarm
- multi objective evolutionary algorithms
- artificial intelligence
- evolutionary algorithm
- reinforcement learning
- preprocessing
- optimization model
- multiagent evolutionary algorithm
- multiobjective evolutionary algorithm
- scheduling strategy
- stochastic gradient
- similarity measure
- genetic algorithm
- active learning
- optimization problems
- benchmark problems
- expectation maximization
- differential evolution
- detection algorithm