no code implementations • 14 Jun 2023 • Felix Lanfermann, Qiqi Liu, Yaochu Jin, Sebastian Schmitt
In this study we focus on utilizing the concept identification technique for finding relevant and viable energy management configurations from a very large data set of Pareto-optimal solutions.
no code implementations • 15 Oct 2022 • Qiqi Liu, Yuping Yan, Peter Ligeti, Yaochu Jin
To address this issue, this paper proposes a secure federated data-driven evolutionary multi-objective optimization algorithm to protect both the raw data and the newly infilled solutions obtained by optimizing the acquisition function conducted on the server.