Model-output-based federated Bayesian optimization

Model-output-based federated Bayesian optimization

Abstract Bayesian optimization (BO) has evolved from single-agent optimization to multi-agent collaborative optimization, namely Federated Bayesian Optimization (FBO), aimed at collaboratively improving the optimization performance of all agents. Due to the limited raw data contained by each agent a...

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Bibliographic Details
Main Authors: Lin Yang, Qiqi Liu, Zhigang Zhao, Yunhe Wang, Junhua Gu
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Complex & Intelligent Systems
Subjects:
Federated Bayesian optimization
Federated data-driven evolutionary optimization
Privacy-preserving
Generative networks
Online Access:https://doi.org/10.1007/s40747-025-02007-3
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https://doi.org/10.1007/s40747-025-02007-3

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