Comparative study of honeycomb optimization using Kriging and radial basis function-中国期刊网

摘要 Structuraloptimizationforcrashworthinesscriteriaisofparticularsignificanceespeciallyatearlystageofdesign.ThecomparativestudyofKrigingandradialbasisfunctionnetwork(RBFN)wasperformedinordertoimprovethecrashworthinesseffectsofhoneycomb.ImprovingthecrashworthinesscharacteristicofhoneycombwasachievedusingLS-OPTanddomainreductionstrategy.Thisoptimizationisperformedonthebasisofvalidatednumericalsimulationtoestablishtheapproximatedmodeltoillustratetherelationshipbetweentheresponsesanddesignvariables.TheresultsshowedthatKrigingmeta-modelisexcelledinaccuracy,robustnessandefficiencycomparedtoradialbasisfunction(RBF)andcrashworthinesscharacteristicofhoneycombisimprovedby4%.

1. An Adaptive Identification and Control Scheme Using Radial Basis Function Networks.物理电子学,1999-01.
2ZHENGXin CHENTian-Lun. Nonlinear Time Series Forecast Using Radial Basis Function Neural Networks.物理,2003-02.
3ZouYou-Long;Hu Fa-Long;Zhou Can-Can;Li Chao-Liu;Dunn Keh-Jim. Analysis of radial basis function interpolation approach.地球物理学,2013-04.
4Manping Zhang. RADIAL BASIS FUNCTION INTERPOLATION IN SOBOLEV SPACES AND ITS APPLICATIONS.计算数学,2007-02.
5YANG Xiao-Hua;WANG Fu-Min;HUANG Jing-Feng;WANG Jian-Wen;WANG Ren-Chao;SHEN Zhang-Quan;WANG Xiu-Zhen. Comparison Between Radial Basis Function Neural Network and Regression Model for Estimation of Rice Biophysical Parameters Using Remote Sensing.土壤学,2009-02.
6Zhixiang CHEN;Feilong CAO. Spherical Scattered Data Quasi-interpolation by Gaussian Radial Basis Function.基础数学,2015-03.
7ZHENG Guangguo ZHOU Dongsheng WEI Xiaopeng ZHANG Qiang. Reconfiguration of face expressions based on the discrete capture data of radial basis function interpolation.计算机应用技术,2012-02.
8Serena Morigi;Fiorella Sgallari. The Partition of Unity Method for High-Order Finite Volume Schemes Using Radial Basis Functions Reconstruction.基础数学,2009-02.
9To Van Ban;Nguyen Thi Quyen;Phan Thu Ha. The Roughness of Model Function to the Basis Functions.基础数学,2013-08.
10admin. A comparative study.文化科学,2009-08.

Comparative study of honeycomb optimization using Kriging and radial basis function

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Comparative study of honeycomb optimization using Kriging and radial basis function

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