An improved genetic algorithm based on reinforcement learning for aircraft assembly scheduling problem.
Xiaoyu WenXinyu ZhangHongwen XingGuoyong YeHao LiYuyan ZhangHaoqi WangPublished in: Comput. Ind. Eng. (2024)
Keyphrases
- scheduling problem
- reinforcement learning
- single machine
- setup times
- flowshop
- np hard
- tabu search
- precedence constraints
- function approximation
- learning algorithm
- processing times
- minimizing makespan
- state space
- model free
- optimal policy
- dynamic programming
- total tardiness
- parallel machines
- permutation flowshop
- sequence dependent setup times
- machine learning
- reinforcement learning algorithms
- temporal difference
- printed circuit boards
- optimal control
- air traffic control
- air force
- neural network
- visually guided
- markov decision processes
- supervised learning
- robotic control