# Boosting ant colony optimization via solution prediction and machine learning

> Research article (Computers & Operations Research, 2022) · cited 39× · AI/ML

**Wikidata**: [openalex:W3048271757](https://www.wikidata.org/wiki/openalex:W3048271757)  
**Source**: https://4ort.xyz/entity/boosting-ant-colony-optimization-via-solution-prediction-and-machine-learning