%?Example?1?
%
%?
%?Citation:?Cannavo‘?F.?Sensitivity?analysis?for?volcanic?source?modeling?quality?assessment?and?model?selection?Computers?&?Geosciences?Vol.?44?July?2012?Pages?52-59?ISSN?0098-3004?http://dx.doi.org/10.1016/j.cageo.2012.03.008.

clear?all
clc

%?create?a?new?project?
pro?=?pro_Create（）;

%?add?5?input?variables?with?a?pdf?uniformely?distributed?in?[0?1]
%?pro?=?pro_AddInput（pro?@（N）pdf_Uniform（N?[0?1]）?‘param1‘）;
%?pro?=?pro_AddInput（pro?@（N）pdf_Uniform（N?[0?1]）?‘param2‘）;
%?pro?=?pro_AddInput（pro?@（N）pdf_Uniform（N?[0?1]）?‘param3‘）;
%?pro?=?pro_AddInput（pro?@（N）pdf_Uniform（N?[0?1]）?‘param4‘）;
%?pro?=?pro_AddInput（pro?@（N）pdf_Uniform（N?[0?1]）?‘param5‘）;

%?add?to?the?project?5?input?variables?named?param*?distributed?in?the?
%?range?[0?1]?and?indicate?that?the?variables?will?be?sampled?following?a?
%?Sobol?set?
pro?=?pro_AddInput（pro?@（）pdf_Sobol（[0?1]）?‘param1‘）;
pro?=?pro_AddInput（pro?@（）pdf_Sobol（[0?1]）?‘param2‘）;
pro?=?pro_AddInput（pro?@（）pdf_Sobol（[0?1]）?‘param3‘）;
pro?=?pro_AddInput（pro?@（）pdf_Sobol（[0?1]）?‘param4‘）;
pro?=?pro_AddInput（pro?@（）pdf_Sobol（[0?1]）?‘param5‘）;

%?set?the?model?and?name?it?as?‘model‘?to?the?project?
%?the?model?is?well-known?as?“Sobol?function“?
pro?=?pro_SetModel（pro?@（x）TestModel（x[0?1?9?9?9]）?‘model‘）;

%?calculate?the?real?analytical?values?of?sensitivity?coefficients?for?the?
%?model?“Sobol?function“?（3.0.1）.
[D?Si]?=?SATestModel（[0?1?9?9?9]）;

%?set?the?number?of?samples?for?the?quasi-random?Monte?Carlo?simulation
pro.N?=?20000;

%?initialize?the?project?by?calculating?the?model?at?the?sample?points
pro?=?GSA_Init（pro）;

%?calculate?the?total?global?sensitivity?coefficient?for?the?set?of?2?variables
%?（‘param1?and?param5）?（see?sections?2.3?and?2.4）
%?[Stot?eStot?pro]?=?GSA_GetTotalSy（pro?{‘param1‘?‘param5‘}）;

%?calculate?the?global?sensitivity?coefficient?for?the?set?of?all?the?input
%?variables?and?verify?that?equals?1
[S?eS?pro]?=?GSA_GetSy（pro?{53124}）;

%?calculate?the?first?order?global?sensitivity?coefficient?for?the?second?variable?and
%?verify?that?S2?equals?the?real?value?Si（2）
[S2?eS2?pro]?=?GSA_GetSy（pro?{2}）;

%?calculate?the?first?order?global?sensitivity?coefficients?by?using?FAST
%?algorithm?and?verify?that?all?coefficients?equal?the?real?ones?in?Si
Sfast?=?GSA_FAST_GetSi（pro）;

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件????????2395??2018-05-10?23:51??example1.m
?????文件????????1739??2018-05-10?23:37??example2.m
?????文件????????4404??2018-05-10?23:39??example_MultiOut_MultiSI.m
?????文件????????1273??2018-05-10?23:40??fnc_FAST_getFreqs.m
?????文件????????1353??2018-05-10?23:40??fnc_FAST_getInputs.m
?????文件?????????858??2018-05-10?23:41??fnc_GetComplementaryInputs.m
?????文件?????????622??2018-05-10?23:41??fnc_GetIndex.m
?????文件?????????815??2018-05-10?23:41??fnc_GetInputs.m
?????文件????????5658??2018-05-10?23:41??fnc_getSobolSequence.m
?????文件?????????785??2018-05-10?23:42??fnc_getSobolSetMatlab.m
?????文件????????1960??2018-05-10?23:42??fnc_SampleInputs.m
?????文件????????1282??2018-05-10?23:42??fnc_SelectInput.m
?????文件????????2819??2018-05-10?23:43??GSA_FAST_GetSi.m
?????文件????????3672??2018-05-10?23:43??GSA_FAST_GetSi_MultiOut.m
?????文件????????5379??2018-05-10?23:43??GSA_GetSy.m
?????文件????????6530??2018-05-10?23:44??GSA_GetSy_MultiOut_MultiSI.m
?????文件????????2158??2018-05-10?23:44??GSA_GetTotalSy.m
?????文件????????2289??2018-05-10?23:44??GSA_GetTotalSy_MultiOut_MultiSI.m
?????文件????????2121??2018-05-10?23:45??GSA_Init.m
?????文件????????2730??2018-05-10?23:45??GSA_Init_MultiOut_MultiSI.m
?????文件?????????976??2018-05-10?23:45??pdf_LogNormal.m
?????文件?????????817??2018-05-10?23:45??pdf_Normal.m
?????文件?????????587??2018-05-10?23:45??pdf_Sobol.m
?????文件?????????970??2018-05-10?23:46??pdf_Uniform.m
?????文件?????????718??2018-05-10?23:36??pro_AddInput.m
?????文件?????????720??2018-05-11?00:03??pro_AddInput2.m
?????文件????????1218??2018-05-10?23:47??pro_Create.m
?????文件?????????737??2018-05-10?23:47??pro_SetModel.m
?????文件?????????332??2018-05-10?23:47??SATestModel.m
?????文件?????????241??2018-05-10?23:47??TestModel.m
?????文件?????????127??2018-05-10?23:47??TestModel2.m
............此處省略0個(gè)文件信息