no code implementations • 22 Mar 2022 • Risto Trajanov, Stefan Dimeski, Martin Popovski, Peter Korošec, Tome Eftimov
Predicting the performance of an optimization algorithm on a new problem instance is crucial in order to select the most appropriate algorithm for solving that problem instance.
1 code implementation • 22 Oct 2021 • Risto Trajanov, Stefan Dimeski, Martin Popovski, Peter Korošec, Tome Eftimov
In this study, we are investigating explainable landscape-aware regression models where the contribution of each landscape feature to the prediction of the optimization algorithm performance is estimated on a global and local level.
