# Cellular direction information based differential evolution for numerical optimization: an empirical study

> Research article (Soft Computing, 2015) · cited 31× · AI/ML

**Wikidata**: [openalex:W2044319907](https://www.wikidata.org/wiki/openalex:W2044319907)  
**Source**: https://4ort.xyz/entity/cellular-direction-information-based-differential-evolution-for-numerical-optimization-an-empirical-study