A Joint Allocation Algorithm of Computing and Communication Resources Based on Reinforcement Learning in MEC System.
Qinghua LiuQingping LiPublished in: J. Inf. Process. Syst. (2021)
Keyphrases
- dynamic programming
- learning algorithm
- computational complexity
- times faster
- detection algorithm
- reinforcement learning
- matching algorithm
- k means
- cost function
- optimization algorithm
- expectation maximization
- improved algorithm
- ant colony optimization
- segmentation algorithm
- high accuracy
- preprocessing
- search space
- simulated annealing
- convergence rate
- experimental evaluation
- computational cost
- probabilistic model
- worst case
- theoretical analysis
- tree structure
- input data
- resource allocation
- search algorithm
- linear programming
- selection algorithm
- neural network