# Hysteresis compensation of the Prandtl-Ishlinskii model for piezoelectric actuators using modified particle swarm optimization with chaotic map

> Research article (Review of Scientific Instruments, 2017) · cited 21× · AI/ML

**Wikidata**: [openalex:W2736449069](https://www.wikidata.org/wiki/openalex:W2736449069)  
**Source**: https://4ort.xyz/entity/hysteresis-compensation-of-the-prandtl-ishlinskii-model-for-piezoelectric-actuators-using-modified-particle-swarm-optimi