What's Wrong with Deep Learning in Tree Search for Combinatorial Optimization.
Maximilian BötherOtto KißigMartin TarazSarel CohenKaren SeidelTobias FriedrichPublished in: ICLR (2022)
Keyphrases
- combinatorial optimization
- deep learning
- tree search
- branch and bound
- mathematical programming
- branch and bound algorithm
- traveling salesman problem
- unsupervised learning
- simulated annealing
- metaheuristic
- optimization problems
- machine learning
- constraint propagation
- search algorithm
- weakly supervised
- search tree
- vehicle routing problem
- tabu search
- text classification
- dimensionality reduction
- mental models
- information extraction
- search space