# A novel modified ant colony optimization based maximum power point tracking controller for photovoltaic systems

> Research article (Materials Today Proceedings, 2020) · cited 52× · AI/ML

**Wikidata**: [openalex:W3041840213](https://www.wikidata.org/wiki/openalex:W3041840213)  
**Source**: https://4ort.xyz/entity/a-novel-modified-ant-colony-optimization-based-maximum-power-point-tracking-controller-for-photovoltaic-systems