Ant Colony Sampling with GFlowNets for Combinatorial Optimization.
Minsu KimSanghyeok ChoiJiwoo SonHyeonah KimJinkyoo ParkYoshua BengioPublished in: CoRR (2024)
Keyphrases
- combinatorial optimization
- ant colony
- ant colony optimization
- metaheuristic
- ant colony algorithm
- combinatorial optimization problems
- simulated annealing
- traveling salesman problem
- optimisation algorithm
- genetic algorithm
- optimization problems
- branch and bound algorithm
- combinatorial problems
- branch and bound
- mathematical programming
- ant colonies
- swarm intelligence
- tabu search
- path relinking
- hard combinatorial optimization problems
- particle swarm optimization
- ant colony optimisation
- search algorithm
- vehicle routing problem
- memetic algorithm
- neural network
- ant colony optimization algorithm
- submodular functions
- image segmentation
- evolutionary algorithm
- pheromone trails
- computational intelligence
- genetic programming
- mathematical model