A Scheduling optimization Mechanism Combining Q-learning and Genetic Algorithm.
Xue WangXingwei WangJie JiaXijia LuMin HuangPublished in: MSN (2023)
Keyphrases
- genetic algorithm
- scheduling problem
- real coded
- optimization method
- squeaky wheel
- cooperative
- reinforcement learning
- multiple objectives
- scheduling algorithm
- global optimization
- optimization algorithm
- immune genetic algorithm
- fitness function
- multi objective
- learning algorithm
- job shop scheduling problem
- multi agent
- function approximation
- global search
- metaheuristic
- multi population
- genetic programming
- optimization problems
- parameter optimization
- neural network
- tabu search
- dynamic optimization
- real time database systems
- vehicle routing
- action selection
- simulated annealing
- ant colony algorithm
- response time
- learning rate
- multi objective optimization
- optimization methods
- hybrid algorithm
- combinatorial optimization
- optimal policy
- resource allocation
- state space
- genetic algorithm is applied
- quality of service