Comparative study of regression vs pairwise models for surrogate-based heuristic optimisation.
Pablo S. NaharroPablo TohariaAntonio LaTorreJosé-María PeñaPublished in: Swarm Evol. Comput. (2022)
Keyphrases
- comparative study
- pairwise
- model selection
- pairwise interactions
- complex systems
- prior knowledge
- search algorithm
- decision trees
- dynamic programming
- linear regression
- gaussian processes
- evolutionary algorithm
- simulated annealing
- loss function
- bayesian networks
- statistical models
- similarity measure
- regression analysis
- gradient boosting