# Particle Swarm Optimization with Chaos-based Initialization for Numerical Optimization

> Research article (Intelligent Automation & Soft Computing, 2017) · cited 63× · AI/ML

**Wikidata**: [openalex:W2597387073](https://www.wikidata.org/wiki/openalex:W2597387073)  
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