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Added the option to plot the confidence interval.

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Karthik 2021-07-11 06:31:30 +02:00
parent 64216d2086
commit 5f97d975de
1 changed files with 9 additions and 5 deletions
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14
MOT Capture Process Simulation/@MOTSimulator/doOneParameterScan.m
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@ -1,4 +1,4 @@
function [LoadingRateArray, StandardErrorArray] = doOneParameterScan(this, ParameterName, ParameterArray, varargin)
function [LoadingRateArray, StandardErrorArray, ConfidenceIntervalArray] = doOneParameterScan(this, ParameterName, ParameterArray, varargin)
p = inputParser;
p.KeepUnmatched = true;
@ -30,6 +30,7 @@ function [LoadingRateArray, StandardErrorArray] = doOneParameterScan(this, Param
NumberOfPointsForParam = length(ParameterArray);
LoadingRateArray = zeros(1,NumberOfPointsForParam);
StandardErrorArray = zeros(1,NumberOfPointsForParam);
ConfidenceIntervalArray = zeros(NumberOfPointsForParam, 2);
for i=1:NumberOfPointsForParam
eval(sprintf('OptionsStruct.%s = %d;', ParameterName, ParameterArray(i)));
@ -44,18 +45,21 @@ function [LoadingRateArray, StandardErrorArray] = doOneParameterScan(this, Param
options = Helper.convertstruct2cell(OptionsStruct);
this.setInitialConditions(options{:});
tic
[LoadingRate, StandardError] = this.runSimulation();
[LoadingRate, StandardError, ConfidenceInterval] = this.runSimulation();
LoadingRateArray(i) = LoadingRate;
StandardErrorArray(i) = StandardError;
ConfidenceIntervalArray(i,1) = ConfidenceInterval(1);
ConfidenceIntervalArray(i,2) = ConfidenceInterval(2);
end
if this.DoSave
LoadingRate = struct;
LoadingRate.Values = LoadingRateArray;
LoadingRate.Errors = StandardErrorArray;
this.Results = LoadingRate;
SaveFolder = [this.SaveDirectory filesep 'Results'];
Filename = ['OneParameterScan_' datestr(now,'yyyymmdd_HHMM')];
LoadingRate.CI = ConfidenceIntervalArray;
this.Results = LoadingRate;
SaveFolder = [this.SaveDirectory filesep 'Results'];
Filename = ['OneParameterScan_' datestr(now,'yyyymmdd_HHMM')];
eval([sprintf('%s_Object', Filename) ' = this;']);
mkdir(SaveFolder);
save([SaveFolder filesep Filename], sprintf('%s_Object', Filename));