A novel differential dynamic gradient descent optimization algorithm for resource allocation and offloading in the COMEC system.
Miaojiang ChenZeyuan LiPeipei ChenWei LiuAnfeng LiuPublished in: Int. J. Intell. Syst. (2022)
Keyphrases
- optimization algorithm
- resource allocation
- dynamic resource allocation
- multi objective
- optimization method
- resource allocation problems
- resource availability
- differential evolution
- evolutionary multi objective
- resource management
- particle swarm optimization pso
- optimal resource allocation
- optimization strategy
- hybrid optimization algorithm
- allocation problems
- distributed resource allocation
- scarce resources
- resource allocation and scheduling
- resource requirements
- objective function
- global optima
- artificial bee colony
- dynamic environments
- cost function
- allocation strategies
- allocate resources
- resource usage
- resource allocation decisions
- market equilibrium
- np hard
- optimal solution