Multi-objective NM-Landscapes

Roberto Santana, Alexander Mendiburu, José Antonio Lozano

Abstract: In this paper we propose an extension of the NM-landscape to model multi-objective problems (MOPs). We illustrate the link between the introduced model and previous landscapes used to study MOPs. Empirical results are presented for a variety of configurations of the multi-objective NM-landscapes.