Snake swarm optimization-based deep reinforcement learning for resource allocation in edge computing environment.
S. KalirajV. SivakumarN. PremkumarS. VatchalaPublished in: Concurr. Comput. Pract. Exp. (2024)
Keyphrases
- resource allocation
- computing environments
- swarm optimization
- reinforcement learning
- swarm intelligence
- resource management
- grid computing
- particle swarm optimization pso
- optimal resource allocation
- pso algorithm
- resource allocation problems
- scarce resources
- markov decision processes
- mobile agents
- resource allocation decisions
- ant colony optimization
- state space
- service discovery
- allocation problems
- learning algorithm
- particle swarm optimization
- combinatorial auctions
- machine learning
- distributed resource allocation
- grid environment
- evolutionary algorithm
- trading agents
- hybrid algorithm
- simulated annealing
- objective function