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Offline Data-Driven Mixed-Variable Optimization Algorithm Using a Step-Wise Strategy

Published • Dec 5, 2023
NobleIDNI5P36W44R23S19
Authors:
Yiteng Xu
,
Handing Wang

Abstract

Some real-world engineering problems are offline data-driven mixed-variable optimization problems, which involve optimizing both continuous and discrete variables using only historical experimental data. The main challenges are handling mixed variables and utilizing surrogate models effectively. We ...

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