Problem feature based meta-heuristics with Q-learning for solving urban traffic light scheduling problems.
Liang WangKaizhou GaoZhongjie LinWuze HuangPonnuthurai Nagaratnam SuganthanPublished in: Appl. Soft Comput. (2023)
Keyphrases
- metaheuristic
- combinatorial optimization
- scheduling problem
- tabu search
- traffic light
- simulated annealing
- traffic flows
- job shop scheduling problem
- combinatorial optimization problems
- traffic congestion
- traffic flow
- ant colony optimization
- optimization problems
- traffic signal
- search methods
- reinforcement learning
- single machine
- traffic control
- search space
- optimal solution
- multi agent
- vehicle routing problem
- traffic management
- memetic algorithm
- suboptimal solutions
- learning algorithm
- intelligent control
- flowshop
- particle swarm optimization
- genetic algorithm
- urban areas
- processing times
- travel time
- knapsack problem
- traveling salesman problem
- np hard