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

Zi‐Wei Yin, Jian Jiao, Ping Xie, Hanbin Luo, Linchun Wei

2025Automation in Construction20 citationsDOI

Topics & Concepts

ShieldEngineeringControl (management)Computer scienceEngineering drawingStructural engineeringMechanical engineeringAutomotive engineeringGeologyArtificial intelligencePetrologyTunneling and Rock MechanicsAdvanced machining processes and optimizationAdvanced Surface Polishing Techniques
Multi-objective optimization control for shield cutter wear and cutting performance using LightGBM and enhanced NSGA-II | Litcius