# Study of delivery path optimization solution based on improved ant colony model

> Research article (Multimedia Tools and Applications, 2021) · cited 15× · AI/ML

**Wikidata**: [openalex:W3169190936](https://www.wikidata.org/wiki/openalex:W3169190936)  
**Source**: https://4ort.xyz/entity/study-of-delivery-path-optimization-solution-based-on-improved-ant-colony-model