Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition
Leo Souquet,
Amir Nakib
Abstract:This paper presents a new implementation of deterministic multiobjective (MO) optimization called "Multiobjective Fractal Decomposition Algorithm" (Mo-FDA). The original algorithm was designed for monoobjective large-scale continuous optimization problems. It is based on a "divide-and-conquer" strategy and a geometric fractal decomposition of the search space using hyperspheres. Then, to deal with MO problems a scalarization approach is used. In this work, a new approach has been developed on a multi-node envi… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.