# Multi-objective optimization control for shield cutter wear and cutting performance using LightGBM and enhanced NSGA-II

> Research article (Automation in Construction, 2025) · cited 17× · AI/ML

**Wikidata**: [openalex:W4406320689](https://www.wikidata.org/wiki/openalex:W4406320689)  
**Source**: https://4ort.xyz/entity/multi-objective-optimization-control-for-shield-cutter-wear-and-cutting-performance-using-lightgbm-and-enhanced-nsga-ii