# A hybrid machine-learning and optimization method for contraflow design in post-disaster cases and traffic management scenarios

> Research article (Expert Systems with Applications, 2019) · cited 28× · AI/ML

**Wikidata**: [openalex:W2911140446](https://www.wikidata.org/wiki/openalex:W2911140446)  
**Source**: https://4ort.xyz/entity/a-hybrid-machine-learning-and-optimization-method-for-contraflow-design-in-post-disaster-cases-and-traffic-management-sc