【文件属性】：
文件名称：svd算法matlab代码-ShapeConstrainedUnfolding:形状受限的展开纸代码
文件大小：10.55MB
文件格式：ZIP
更新时间：2021-05-27 18:14:16
系统开源
svd算法matlab代码形状受限的展开
M.Kuusela和PB
Stark（2017）的论文的Matlab代码，在展开陡峭下降的基本粒子光谱中出现的形状受限不确定性量化，[stat.AP]，出现在《应用统计年鉴》上。
在Matlab
R2014a上测试。
需要优化工具箱和曲线拟合工具箱。
注：在室内点算法linprog并在SQP算法fmincon在Matlab
R2015b和R2016b分别发生了变化。
当前代码可能与新的求解器不完全兼容，但应与这些算法的旧式实现一起使用。
使用以下外部函数：和
内容
主要档案
文件
描述
coverageTable.m
产生表1
generateDataFlat.m
生成恒定光谱的数据
generateDataIncJets.m
生成用于包容性喷气机案例研究的数据
generateDataLinear.m
生成线性下降光谱的数据
plotFlat.m
绘制恒定频谱的严格边界区间
plotLinear.m
绘制线性递减频谱的严格边界区间
plotPaper.m
产生纸的数字
splineDemo.m
形状受约束的样条曲线拟合，仅用于图1中的演示
展
【文件预览】：
ShapeConstrainedUnfolding-master
----unfoldLinearStrictBounds.m(2KB)
----unfoldIncJetsDAgostiniCoverage.m(2KB)
----unfoldDAgostiniCVVar.m(1KB)
----incJetsTheory.m(206B)
----unfoldIncJetsSVDCoverageCVVar.m(2KB)
----unfoldDAgostiniOneIter.m(550B)
----results()
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta100000.mat(705B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta8858.6679.mat(720B)
--------incJetsStrictBoundsUnfolded_lumFactor150binMultiplier10nBinsE30nBinsF30_init.mat(281KB)
--------splineDemo.mat(8KB)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta69.5193.mat(742B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta5455.5948.mat(725B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter3.mat(747B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta112.8838.mat(723B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta2069.1381.mat(737B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta37926.9019.mat(728B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta42.8133.mat(689B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter50.mat(725B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta14384.4989.mat(724B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter15.mat(762B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta297.6351.mat(731B)
--------incJetsStrictBoundsCoverage_lumFactor150binMultiplier10nSamples1000nBinsE30nBinsF30alpha0.05.mat(2.19MB)
--------incJetsSVDCoverageCVVar_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05.mat(8KB)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta3359.8183.mat(744B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter20.mat(760B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta26.3665.mat(711B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta23357.2147.mat(717B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter25.mat(736B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta16.2378.mat(709B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter11.mat(766B)
--------linearStrictBoundsCoverage_lumFactor150binMultiplier10nSamples1000nBinsE30nBinsF30alpha0.05.mat(2.18MB)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta183.2981.mat(744B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta10.mat(673B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta784.76.mat(702B)
--------incJetsDAgostiniCoverageCVVar_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05.mat(7KB)
--------incJetsStrictBoundsUnfolded_lumFactor150binMultiplier10MPos30MMon15MCon10nBinsE30nBinsF30alpha0.05.mat(129KB)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta483.293.mat(755B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter9.mat(759B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta1274.275.mat(719B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter5.mat(776B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter1.mat(604B)
--------incJetsSVDCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05delta61584.8211.mat(722B)
--------linearStrictBoundsUnfolded_lumFactor150binMultiplier10MPos30MMon15MCon10nBinsE30nBinsF30alpha0.05.mat(128KB)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter40.mat(740B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter7.mat(737B)
--------incJetsDAgostiniCoverage_lumFactor150nSamples1000nBinsE30nBinsF30alpha0.05nIter30.mat(720B)
--------flatStrictBoundsUnfolded_lumFactor150binMultiplier10MPos30MMon15MCon10nBinsE30nBinsF30alpha0.05.mat(126KB)
--------flatStrictBoundsCoverage_lumFactor150binMultiplier10nSamples1000nBinsE30nBinsF30alpha0.05.mat(1.96MB)
--------strictboundsCoverage_alpha0.05.dat(337B)
----funCon.m(101B)
----unfoldStrictBounds.m(9KB)
----unfoldLinearStrictBoundsCoverage.m(3KB)
----unfoldIncJetsStrictBoundsInit.m(2KB)
----unfoldIncJetsSVDCoverage.m(2KB)
----data()
--------flatData_lumFactor150nBinsE30nBinsF30.mat(1009KB)
--------incJetsData_lumFactor150nBinsE30nBinsF30.mat(1.37MB)
--------linearData_lumFactor150nBinsE30nBinsF30.mat(1.13MB)
----plotFlat.m(3KB)
----makeFeasible.m(666B)
----computeBetaInit.m(203B)
----plotLinear.m(3KB)
----CVVarObjectiveSVD.m(247B)
----unfoldIncJetsDAgostiniCoverageCVVar.m(3KB)
----unfoldFlatStrictBoundsCoverage.m(3KB)
----generateDataFlat.m(4KB)
----unfoldIncJetsStrictBoundsCoverage.m(3KB)
----unfoldSVD.m(690B)
----constraintConLbTaylor2.m(1KB)
----README.md(4KB)
----unfoldDAgostini.m(756B)
----splineDemo.m(1KB)
----unfoldIncJetsStrictBounds.m(2KB)
----plotPaper.m(22KB)
----generateDataLinear.m(4KB)
----figures()
--------incJets_lumFactor150nBinsE30nBinsF30JointCoverageSVD.eps(11KB)
--------incJets_lumFactor150nBinsE30nBinsF30JointCoverageDAgostini.eps(9KB)
--------incJets_lumFactor150nBinsE30nBinsF30CoverageCVVarSVD.eps(12KB)
--------incJetsIntro2_bw.eps(13KB)
--------incJetsIntro2.eps(13KB)
--------incJets_lumFactor150nBinsE30nBinsF30CoverageCVVarDAgostini_bw.eps(12KB)
--------incJets_lumFactor150binMultiplier10nBinsE30nBinsF30UnfoldedStrictBoundsLog.eps(21KB)
--------incJetsIntro1.eps(15KB)
--------incJets_lumFactor150nBinsE30nBinsF30CoverageCVVarSVD_bw.eps(12KB)
--------constraints.eps(34KB)
--------incJets_lumFactor150binMultiplier10nBinsE30nBinsF30UnfoldedStrictBoundsLinear.eps(19KB)
--------incJetsIntro1_bw.eps(15KB)
--------incJets_lumFactor150nBinsE30nBinsF30CoverageCVVarDAgostini.eps(12KB)
----constraintConUbTaylor2.m(1KB)
----coverageTable.m(3KB)
----unfoldFlatStrictBounds.m(2KB)
----generateDataIncJets.m(4KB)
----logLikelihood.m(224B)
----unfoldStrictBoundsNoConOc.m(9KB)