信息融合的低维拓扑
Low-Dimensional Topology of Information Fusion
摘要：
给出了信息融合的一个公理化刻画，并在此基础上定义了信息融合网络。我们的结构让人想起在低维拓扑的缠结图。信息融合网络配备了一个自然的概念的等价性。等效网络“包含相同的信息”，但局部不同。当融合信息流时，信息融合网络可以在其等价类内自适应地优化自身。这为这样的网络提供了容错机制。
英文摘要：
We provide an axiomatic characterization of information fusion, on the basis of which we define an information fusion network. Our construction is reminiscent of tangle diagrams in low dimensional topology. Information fusion networks come equipped with a natural notion of equivalence. Equivalent networks `contain the same information', but differ locally. When fusing streams of information, an information fusion network may adaptively optimize itself inside its equivalence class. This provides a fault tolerance mechanism for such networks.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
