A self-adaptive memetic algorithm with Q-learning for solving the multi-AGVs dispatching problem.
Chang-Zhe ZhengHong-yan SangLi-Ning XingWen-Qiang ZouLeilei MengTao MengPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- memetic algorithm
- timetabling problem
- combinatorial optimization
- tabu search
- flexible manufacturing systems
- benchmark instances
- scheduling problem
- genetic algorithm
- assembly line balancing
- job shop scheduling problem
- evolutionary computation
- cooperative
- vehicle routing problem
- reinforcement learning
- multi agent
- production scheduling
- learning algorithm
- crossover operator
- stochastic approximation
- function approximation
- metaheuristic
- search algorithm
- state space
- action selection
- decision making
- learning rate
- real time