Large-scale and cooperative graybox parallel optimization on the supercomputer Fugaku

L Canonne, B Derbel, M Tsuji, M Sato - Journal of Parallel and Distributed …, 2024 - Elsevier
We design, develop and analyze parallel variants of a state-of-the-art graybox optimization
algorithm, namely Drils (Deterministic Recombination and Iterated Local Search), for …

GPU-accelerated parallel gene-pool optimal mixing in a gray-box optimization setting

A Bouter, PAN Bosman - Proceedings of the Genetic and Evolutionary …, 2022 - dl.acm.org
In a Gray-Box Optimization (GBO) setting that allows for partial evaluations, the fitness of an
individual can be updated efficiently after a subset of its variables has been modified. This …