GPR

  利用高斯过程回归建立软测量模型，主程序名为OnlineStage.m,包含数据，可以直接运行，亲测可用。(Gaussian process regression soft sensor model, the main program named OnlineStage.m, contains data that can be run directly, pro-test available.)

GPR
...\array.h,4556,2010-07-23
...\arrayofmatrices.cpp,2477,2010-07-23
...\arrayofmatrices.h,2148,2010-07-23
...\binaryEPGP.m,3051,2010-07-23
...\binaryGP.m,4967,2010-07-23
...\binaryLaplaceGP.m,3608,2010-07-23
...\brentmin.m,3964,2010-07-23
...\htm" target=_blank>changelog,1093,2011-02-18
...\htm" target=_blank>Copyright,1789,2010-09-27
...\covADD.m,3547,2010-09-24
...\covConst.m,1146,2010-09-24
...\covFITC.m,1689,2010-12-22
...\covFunctions.m,4870,2011-02-18
...\covLIN.m,1054,2010-09-24
...\covLINard.m,1545,2010-09-24
...\covLINone.m,1358,2010-09-24
...\covMask.m,2058,2010-09-24
...\covMaterniso.m,2009,2010-09-24
...\covNNone.m,2062,2010-09-24
...\covNoise.m,1478,2010-09-24
...\covPeriodic.m,1549,2011-01-05
...\covPoly.m,1487,2010-09-24
...\covPPiso.m,2433,2010-09-24
...\covProd.m,2215,2010-09-24
...\covRQard.m,2256,2010-09-24
...\covRQiso.m,1861,2010-09-24
...\covScale.m,1079,2010-09-24
...\covSEard.m,2028,2010-09-24
...\covSEiso.m,1655,2010-09-24
...\covSEisoU.m,1520,2010-09-24
...\covSum.m,2018,2010-09-24
...\demoClassification.m,3102,2010-07-23
...\demoRegression.m,4928,2010-09-24
...\elsympol.m,699,2010-07-23
...\gp.asv,7724,2014-11-21
...\gp.m,7710,2011-02-18
...\gpml_randn.m,1109,2010-07-23
...\GPR.asv,3332,2015-12-21
...\gpr.m,2487,2010-09-24
...\infEP.m,6058,2010-11-28
...\infExact.m,1865,2011-02-18
...\infFITC.m,4042,2010-11-28
...\infLaplace.m,6827,2010-12-22
...\infLOO.m,4239,2010-12-22
...\infMethods.m,2011,2011-02-18
...\infVB.m,5970,2010-09-24
...\lbfgsb.cpp,4060,2010-07-23
...\lbfgsb.m,4993,2010-11-28
...\license.txt,1559,2010-07-23
...\likErf.m,5701,2010-07-23
...\likFunctions.m,3723,2011-02-18
...\likGauss.m,4037,2011-02-18
...\likLaplace.m,11071,2010-11-28
...\likLogistic.m,7910,2010-07-23
...\likSech2.m,11091,2010-09-28
...\likT.m,8786,2010-07-23
...\make.m,2100,2010-12-22
...\Makefile,2229,2011-02-18
...\matlabexception.cpp,512,2010-07-23
...\matlabexception.h,869,2010-07-23
...\matlabmatrix.cpp,1646,2010-07-23
...\matlabmatrix.h,2418,2010-07-23
...\matlabprogram.cpp,7466,2010-07-23
...\matlabprogram.h,2881,2010-07-23
...\matlabscalar.cpp,984,2010-07-23
...\matlabscalar.h,1204,2010-07-23
...\matlabstring.cpp,1031,2010-07-23
...\matlabstring.h,1154,2010-07-23
...\meanConst.m,655,2010-09-24
...\meanFunctions.m,1610,2011-02-18
...\meanLinear.m,728,2010-09-24
...\meanMask.m,1273,2010-07-23
...\meanOne.m,486,2010-09-24
...\meanPow.m,977,2010-07-23
...\meanProd.m,2028,2010-09-24
...\meanScale.m,893,2010-07-23
...\meanSum.m,1865,2010-09-24
...\meanZero.m,387,2010-07-23
...\minimize.m,11255,2015-05-12
...\minimize_lbfgsb.m,4476,2010-07-23
...\minimize_lbfgsb_gradfun.m,2390,2010-07-23
...\minimize_lbfgsb_objfun.m,2695,2010-07-23
...\OnlineStage.asv,4709,2016-05-03
...\OnlineStage.m,2485,2016-05-12
...\program.cpp,4029,2010-07-23
...\program.h,5031,2010-07-23
...\htm" target=_blank>README,9584,2011-02-18
...\rewrap.m,1014,2010-07-23
...\sgpr.m,1749,2016-02-26
...\simu.asv,193,2016-01-06
...\simu.m,2308,2016-01-06
...\simu_adap.asv,1857,2016-01-07
...\simu_adap.m,1935,2016-01-07
...\simu_ave.m,2308,2016-01-06
...\solver.f,141064,2010-07-23
...\solve_chol.c,1284,2010-12-22
...\solve_chol.m,993,2010-09-24
...\sq_dist.m,1967,2010-12-22
...\startup.m,776,2010-07-23