2019
DOI: 10.48550/arxiv.1908.02149
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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

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