Static Task Scheduling Using Genetic Algorithm and Reinforcement Learning.
Mohammad Moghimi NajafabadiMustafa ZaliShamim TaheriFattaneh TaghiyarehPublished in: CISched (2007)
Keyphrases
- genetic algorithm
- reinforcement learning
- function approximation
- reinforcement learning algorithms
- model free
- artificial neural networks
- scheduling algorithm
- fitness function
- learning classifier systems
- neural network
- multi objective
- population size
- fuzzy logic
- genetic algorithm ga
- computing environments
- learning process
- dynamic analysis
- optimal policy
- markov decision processes
- evolutionary algorithm
- resource management
- control strategies
- hybrid genetic algorithm
- encoding scheme
- multi agent reinforcement learning
- multi population
- computing systems
- grid computing
- optimization method
- quality of service
- tabu search
- distributed systems
- simulated annealing
- learning algorithm
- machine learning