Local search resource allocation algorithm for space-based backbone network in Deep Reinforcement Learning method.
Peiying ZhangZixuan CuiNeeraj KumarJian WangWei ZhangLizhuang TanPublished in: Ad Hoc Networks (2024)
Keyphrases
- resource allocation
- dynamic programming
- search space
- computational complexity
- k means
- reinforcement learning
- objective function
- learning algorithm
- combinatorial optimization
- model free
- search procedure
- optimal solution
- convergence rate
- memetic algorithm
- hybrid ga
- hill climbing
- simulated annealing
- monte carlo
- resource management
- monte carlo simulation
- metaheuristic
- state space
- np hard
- lower bound
- decision making