2 papers
cs.AI2022
On the Fitness Landscapes of Interdependency Models in the Travelling Thief Problem
Mohamed El Yafrani, Marcella Scoczynski, Myriam Delgado +3
Since its inception in 2013, the Travelling Thief Problem (TTP) has been widely studied as an example of problems with multiple interconnected sub-problems. The dependency in this…
cs.NE2020
MATE: A Model-based Algorithm Tuning Engine
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung +3
In this paper, we introduce a Model-based Algorithm Turning Engine, namely MATE, where the parameters of an algorithm are represented as expressions of the features of a target opt…