Improved reliability-based optimization with support vector machines and its application in aircraft wing design

DOI10.1155/2015/569016zbMath1394.74137OpenAlexW1614663146WikidataQ59119352 ScholiaQ59119352MaRDI QIDQ1666010

Yu Wang, Xiaoping Du, Xiong-Qing Yu

Publication date: 27 August 2018

Published in: Mathematical Problems in Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2015/569016

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of mathematical programming (90C90) Reliability, availability, maintenance, inspection in operations research (90B25) Compliance or weight optimization in solid mechanics (74P05) Reliability and life testing (62N05)

Cites Work

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• Adaptive virtual support vector machine for reliability analysis of high-dimensional problems
• Support vector machine for structural reliability analysis
• Confidence bounds on component reliability in the presence of mixed uncertain variables
• Structural reliability under combined random load sequences
• Remarks on a Multivariate Transformation
• Neural-network-based realibility analysis: A comparative study

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