Are metaheuristics worth it? A computational comparison between nature-inspired and deterministic techniques on black-box optimization problems.
Jakub KudelaPublished in: CoRR (2022)
Keyphrases
- black box
- nature inspired
- metaheuristic
- optimization problems
- traveling salesman problem
- ant colony optimization
- path relinking
- swarm intelligence
- black boxes
- combinatorial optimization
- tabu search
- ant colony optimization algorithm
- evolutionary algorithm
- scatter search
- white box
- simulated annealing
- web intelligence
- objective function
- vehicle routing problem
- test cases
- greedy randomized adaptive search procedure
- portfolio management
- particle swarm optimization
- cost function
- optimal solution
- mathematical programming
- optimization method
- solution space
- search space
- genetic algorithm
- collective intelligence
- databases
- semantic web
- machine learning
- data mining