# Ant Colony Optimization with Warm-Up

> Research article (Algorithms, 2021) · cited 14× · AI/ML

**Wikidata**: [openalex:W3206083529](https://www.wikidata.org/wiki/openalex:W3206083529)  
**Source**: https://4ort.xyz/entity/ant-colony-optimization-with-warm-up