# A Survey on Model-Based, Heuristic, and Machine Learning Optimization Approaches in RIS-Aided Wireless Networks

> Research article (IEEE Communications Surveys & Tutorials, 2023) · cited 115× · AI/ML

**Wikidata**: [openalex:W4389799491](https://www.wikidata.org/wiki/openalex:W4389799491)  
**Source**: https://4ort.xyz/entity/a-survey-on-model-based-heuristic-and-machine-learning-optimization-approaches-in-ris-aided-wireless-networks