Learning Heuristic Selection with Dynamic Algorithm Configuration.
David SpeckAndré BiedenkappFrank HutterRobert MattmüllerMarius LindauerPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- dynamic programming
- computational cost
- selection algorithm
- computational complexity
- cost function
- optimal solution
- segmentation algorithm
- worst case
- times faster
- detection algorithm
- simulated annealing
- neural network
- np hard
- supervised learning
- matching algorithm
- reinforcement learning
- bin packing
- incremental learning
- learning process
- search space
- preprocessing
- optimization algorithm
- bayesian networks
- worst case performance ratio
- optimal or near optimal
- running times
- heuristic rules
- depth first search
- learning tasks
- objective function
- linear programming
- active learning