Comparative study of regression vs pairwise models for surrogate-based heuristic optimisation

Pablo S. Naharro, Pablo Toharia, Antonio LaTorre +1

Heuristic optimisation algorithms explore the search space by sampling solutions, evaluating their fitness, and biasing the search in the direction of promising solutions. However,…