Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning.
Vivian Wen Hui WongSang Hun KimJunyoung ParkJinkyoo ParkKincho H. LawPublished in: CoRR (2023)
Keyphrases
- neural network
- reinforcement learning
- rule extraction
- graph representation
- artificial neural networks
- back propagation
- learning rules
- graph structure
- graph model
- learning classifier systems
- function approximation
- graph theory
- graph cuts
- weighted graph
- multi agent
- machine learning
- function approximators
- directed graph
- genetic algorithm
- pattern recognition
- decision rules
- job shop scheduling problem
- markov decision processes
- graph mining
- neural network is trained
- production scheduling
- learning algorithm
- learning process
- state space
- fuzzy logic
- directed acyclic graph
- simulated annealing
- random walk
- optimal policy
- multilayer perceptron
- feed forward
- neural network model