Experimental Study of Automated Parameter Tuning on the Example of irace and the Traveling Salesman Problem.
Daniil ChivilikhinPublished in: GECCO (Companion) (2016)
Keyphrases
- experimental study
- traveling salesman problem
- parameter tuning
- ant colony optimization
- parameter settings
- optimization problems
- ink bleed
- combinatorial optimization
- combinatorial problems
- ant colony optimization algorithm
- discrete optimization problems
- genetic local search
- experimental evaluation
- combinatorial optimization problems
- crossover operator
- vehicle routing problem
- hamiltonian cycle
- traveling salesman
- discrete particle swarm optimization
- least squares
- synthetic datasets
- constraint programming
- valid inequalities
- cost function