Learning Combinatorial Optimization Algorithms over Graphs.
Elias B. KhalilHanjun DaiYuyu ZhangBistra DilkinaLe SongPublished in: NIPS (2017)
Keyphrases
- combinatorial optimization
- learning algorithm
- combinatorial optimization problems
- graph theory
- optimization problems
- traveling salesman problem
- simulated annealing
- metaheuristic
- branch and bound algorithm
- reinforcement learning
- combinatorial problems
- learning tasks
- branch and bound
- mathematical programming
- knapsack problem
- vehicle routing problem
- memetic algorithm
- estimation of distribution algorithms
- hard combinatorial optimization problems
- genetic algorithm
- benchmark problems
- computer vision
- submodular functions