Litcius/Paper detail

A rule-based method for automated surrogate model selection

Liangyue Jia, Reza Alizadeh, Jia Hao, Guoxin Wang, Janet K. Allen, Farrokh Mistree

2020Advanced Engineering Informatics85 citationsDOI

Topics & Concepts

Surrogate modelInterpretabilityComputer scienceMachine learningSelection (genetic algorithm)Artificial intelligenceRobustness (evolution)Data miningAlgorithmMathematical optimizationMathematicsBiochemistryGeneChemistryAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsProbabilistic and Robust Engineering Design
A rule-based method for automated surrogate model selection | Litcius