Intelligent Resource Allocation in Industrial IoT using Reinforcement Learning with Hybrid Meta-Heuristic Algorithm.
Udayakumar K.Ramamoorthy S.Published in: Cybern. Syst. (2023)
Keyphrases
- resource allocation
- reinforcement learning
- meta heuristic algorithm
- resource management
- optimal resource allocation
- resource allocation problems
- allocation strategies
- learning capabilities
- function approximation
- allocation problems
- management system
- resource requirements
- harmony search
- cloud computing
- harmony search algorithm
- reinforcement learning algorithms
- state space
- scarce resources
- dynamic resource allocation
- learning algorithm
- combinatorial auctions
- simulated annealing
- temporal difference
- market equilibrium
- multi objective
- resource allocation decisions
- np hard
- neural network
- resource allocation and scheduling
- resource availability
- metaheuristic
- search algorithm
- machine learning