Semiconvex Regression for Metamodeling-Based Optimization

DOI10.1137/130907070zbMath1297.62071OpenAlexW1982540768MaRDI QIDQ3192092

Lauren Hannah, Warren B. Powell, David B. Dunson

Publication date: 26 September 2014

Published in: SIAM Journal on Optimization (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/99aebb43e63992206d06d2c5daf4341ffd211d29

zbMATH Keywords

asymptotic propertiesnonparametric regressionmachine learningmetamodelingsimulation optimizationmultivariate convex functions

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Learning and adaptive systems in artificial intelligence (68T05) Stochastic programming (90C15)

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