automated algorithm design 1evolutionary optimization 1graph retrieval 1knowledge graphs 1large language models 1
From the 1 of 2 linked papers with an AI index.
2 papers
math.OC2026
OptGraph: Large Language Models Enhanced Evolutionary Optimization Via Graph Retrieval-Augmented Generation
Xianchao Xiu, Jianhao Li, Huangyue Chen +1
The paper introduces OptGraph, a system that enhances automated evolutionary optimization by using large language models together with a graph‑based retrieval‑augmented generation…
math.OC2025
Multi-View Clustering Meets Heterogenous Data: A Fusion Regularized Method
Xiangru Xing, Yan Li, Xin Wang +2
Multi-view clustering leverages consistent and complementary information across multiple views to provide more comprehensive insights than single-view analysis. However, the hetero…