A Discrete Event Simulation Based Production Line Optimization through Markov Decision Process.
Yuan FengWenhui FanYuanhui QinPublished in: AsiaSim (2013)
Keyphrases
- discrete event
- markov decision process
- production line
- dynamic systems
- simulation model
- state space
- discrete event simulation
- markov decision processes
- production system
- reinforcement learning
- dynamical systems
- optimal policy
- multistage
- assembly line
- supervisory control
- optimization problems
- infinite horizon
- finite horizon
- crisis response
- initial state
- linear programming
- multi agent
- average cost
- integer programming
- manufacturing process
- long run