# Linear Convergence in Optimization Over Directed Graphs With Row-Stochastic Matrices

> Research article (IEEE Transactions on Automatic Control, 2018) · cited 211× · AI/ML

**Wikidata**: [openalex:W2964103300](https://www.wikidata.org/wiki/openalex:W2964103300)  
**Source**: https://4ort.xyz/entity/linear-convergence-in-optimization-over-directed-graphs-with-row-stochastic-matrices
