Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge
Jia Hao, Wenbin Ye, Liangyue Jia, Guoxin Wang, Janet K. Allen
Topics & Concepts
Surrogate modelBenchmark (surveying)Computer scienceArtificial neural networkMachine learningArtificial intelligenceFitness functionMonotonic functionData miningEvolutionary computationGenetic algorithmMathematical analysisGeographyMathematicsGeodesyAdvanced Multi-Objective Optimization AlgorithmsEvolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms Research