Genetic Algorithms and Reinforcement Learning for the Tactical Fixed Interval Scheduling Problem.
Eugene Santos Jr.Xiaomin ZhongPublished in: Int. J. Artif. Intell. Tools (2001)
Keyphrases
- scheduling problem
- reinforcement learning
- genetic algorithm
- tabu search
- single machine
- flowshop
- np hard
- function approximation
- learning classifier systems
- setup times
- multi objective
- artificial neural networks
- neural network
- fuzzy logic
- simulated annealing
- metaheuristic
- permutation flowshop
- dynamic programming
- learning algorithm
- markov decision processes
- processing times
- parallel machines
- particle swarm optimization
- precedence constraints
- state space
- evolutionary algorithm
- multi agent
- machine learning
- reinforcement learning algorithms
- temporal difference
- job shop scheduling problem
- fitness function
- hybrid algorithm
- evolutionary computation
- genetic algorithm ga
- genetic programming
- optimization method
- optimal policy
- population size
- special case
- release dates
- sequence dependent setup times
- learning process
- real time strategy games
- total tardiness