Ensemble meta-heuristics and Q-learning for staff dissatisfaction constrained surgery scheduling and rescheduling.
Hui YuKai-Zhou GaoNaiqi WuPonnuthurai Nagaratnam SuganthanPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- metaheuristic
- job shop
- tabu search
- project scheduling
- shop floor
- ant colony optimization
- optimization problems
- simulated annealing
- combinatorial optimization problems
- learning algorithm
- optimal solution
- combinatorial optimization
- reinforcement learning
- job shop scheduling
- scheduling problem
- job shop scheduling problem
- search space
- particle swarm optimization
- genetic algorithm
- function approximation
- neural network
- scheduling algorithm
- nature inspired
- search methods
- state space
- intraoperative
- benchmark instances
- makespan minimization
- combinatorial problems
- vehicle routing problem
- multi agent
- minimally invasive
- resource constraints
- user satisfaction
- ensemble methods
- specific problems
- model free
- action selection
- scheduling decisions
- parallel machines
- optimization method
- setup times
- material handling
- greedy randomized adaptive search procedure
- sequence dependent setup times
- stochastic approximation
- production scheduling
- base classifiers
- flowshop
- solution quality
- optimal policy
- np hard