# A Study of the Stability of an Industrial Robot Servo System: PID Control Based on a Hybrid Sparrow Optimization Algorithm

> Research article (Actuators, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4406760651](https://www.wikidata.org/wiki/openalex:W4406760651)  
**Source**: https://4ort.xyz/entity/a-study-of-the-stability-of-an-industrial-robot-servo-system-pid-control-based-on-a-hybrid-sparrow-optimization-algorith