# Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning

> Research article (2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS), 2021) · cited 30× · AI/ML

**Wikidata**: [openalex:W3174692754](https://www.wikidata.org/wiki/openalex:W3174692754)  
**Source**: https://4ort.xyz/entity/towards-better-adaptive-systems-by-combining-mape-control-theory-and-machine-learning