Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach.
Andreas HolzingerMarkus PlassKatharina HolzingerGloria Cerasela CrisanCamelia-Mihaela PinteaVasile PaladePublished in: CD-ARES (2016)
Keyphrases
- traveling salesman problem
- ant colony
- ant colony optimization
- optimization problems
- machine learning
- combinatorial optimization
- discrete optimization problems
- metaheuristic
- learning algorithm
- combinatorial optimization problems
- combinatorial problems
- optimisation algorithm
- aco algorithm
- nature inspired
- ant colony optimization algorithm
- hamiltonian cycle
- discrete optimization
- genetic algorithm
- ant colony algorithm
- crossover operator
- mathematical model
- particle swarm optimization
- search algorithm
- parallel computation
- benchmark problems
- hybrid algorithm
- reinforcement learning