A deep reinforcement learning based hyper-heuristic for combinatorial optimisation with uncertainties.
Yuchang ZhangRuibin BaiRong QuChaofan TuJiahuan JinPublished in: Eur. J. Oper. Res. (2022)
Keyphrases
- combinatorial optimisation
- hyper heuristics
- reinforcement learning
- examination timetabling
- genetic programming
- evolutionary algorithm
- timetabling problem
- difficult problems
- heuristic search
- graph coloring
- state space
- metaheuristic
- constraint satisfaction problems
- search procedure
- stochastic local search
- cutting stock problems
- heuristic methods
- machine learning
- search heuristics
- dynamic programming
- multi objective
- search methods
- memetic algorithm
- optimal policy
- linear programming
- cellular automata
- search algorithm