Abstract: Algebraic connectivity and its associated eigenvector, the Fiedler vector, play a fundamental role in maintaining connectivity in multi-agent systems. However, existing estimation methods ...

Abstract: Conventional model predictive control (MPC), which selects one basic voltage vector through the enumeration process, exhibits relatively high output ripples. To enhance the control ...

Vector Security has provided intelligent security solutions for more than 50 years. Headquartered in Pittsburgh, the company offers a full suite of electronic security services for residential, ...

This implementation creates a sophisticated knowledge retrieval system by integrating KAG methodologies with traditional RAG approaches. It seamlessly combines Graphiti's graph intelligence, Qdrant's ...

Illustration of the Text2VectorSQL task, with scenarios below showing how integrating SQL queries with vector search unlocks semantic filtering, multi-modal matching and retrieval acceleration. These ...