Neural network based finite horizon optimal control for a class of nonlinear systems with state delay and control constraints.
Xiaofeng LinNuyun CaoYuzhang LinPublished in: IJCNN (2013)
Keyphrases
- optimal control
- class of nonlinear systems
- infinite horizon
- finite horizon
- control problems
- average cost
- dynamic programming
- control strategy
- feedback control
- stochastic demand
- markov decision process
- single item
- production planning
- optimal control problems
- optimal policy
- reinforcement learning
- markov decision processes
- inventory control
- state space
- inventory models
- control policies
- brownian motion
- single product
- fixed cost
- control law
- neural network
- stochastic control
- linear quadratic
- continuous stirred tank reactor
- initial state
- finite state
- state variables
- particle swarm optimization
- real time