Sensitivity Analysis in Systematic and Representative Benchmarking of Optimization Algorithm Performance

Ramses Sala (1, 2) , Ralf Müller (1) , Niccolò Baldanzini (2) , Marco Pierini (2)

1 TU Kaiserslautern - Technische Universität Kaiserslautern
2 UniFI - Università degli Studi di Firenze = University of Florence = Université de Florence

Besides the conventional and established applications of sensitivity analysis in the field of optimization, global sensitivity analysis-based approaches can also be used for systematic analysis of optimization problems and algorithm performance.

Mots clés: Optimization; Meta-heuristic optimizations; Global sensitivity Analysis; Evolutionary Algorithms

Domaines: Réseau de neurones [cs.NE]; Recherche opérationnelle [math.OC]; Optimisation et contrôle [math.OC]

Ramses Sala, Ralf Müller, Niccolò Baldanzini, Marco Pierini. Sensitivity Analysis in Systematic and Representative Benchmarking of Optimization Algorithm Performance. Ninth International Conference on Sensitivity Analysis of Model Output, SAMO, Barcelona, 2019, Oct 2019, Barcelona, Spain. ⟨hal-02308998⟩