A multi-objective hierarchical aggregation optimization algorithm for dynamic network structures in federated learning

2025-11-24

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DOI：10.1016/j.swevo.2025.102231

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摘要

En 中文

• 提出MOFedHA算法用于动态网络多目标联邦学习 • 通过良好点集初始化改进NSGA-III • 层次聚合机制提高优化效率

Keyword:

Multi-objective optimization

Data heterogeneity

Dynamic network

Hierarchical aggregation