# An improved firefly algorithm for numerical optimization problems and it’s application in constrained optimization

> Research article (Engineering With Computers, 2021) · cited 12× · AI/ML

**Wikidata**: [openalex:W3160333588](https://www.wikidata.org/wiki/openalex:W3160333588)  
**Source**: https://4ort.xyz/entity/an-improved-firefly-algorithm-for-numerical-optimization-problems-and-its-application-in-constrained-optimization