Genetic algorithm with reinforcement learning for optimal allocation of resources in task scheduling.
B. B. DeepakPublished in: Int. J. Cloud Comput. (2024)
Keyphrases
- optimal allocation
- resource allocation
- genetic algorithm
- reinforcement learning
- resource management
- grid environment
- function approximation
- machine learning
- multi objective
- neural network
- social welfare
- state space
- computing environments
- grid computing
- resource utilization
- metaheuristic
- fitness function
- learning classifier systems
- learning algorithm
- optimal policy
- evolutionary algorithm
- markov decision processes
- game theory
- data processing
- multi agent systems
- objective function
- simulated annealing
- response time