Search Results for author: Qiqi Liu

Found 2 papers, 0 papers with code

Identification of Energy Management Configuration Concepts from a Set of Pareto-optimal Solutions

no code implementations14 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.

Decision Making energy management +1

A Secure Federated Data-Driven Evolutionary Multi-objective Optimization Algorithm

no code implementations15 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.

Evolutionary Algorithms

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