# AI-based 3D pipe automation layout with enhanced ant colony optimization algorithm

> Research article (Automation in Construction, 2024) · cited 21× · AI/ML

**Wikidata**: [openalex:W4401858245](https://www.wikidata.org/wiki/openalex:W4401858245)  
**Source**: https://4ort.xyz/entity/ai-based-3d-pipe-automation-layout-with-enhanced-ant-colony-optimization-algorithm