source: issm/trunk-jpl/src/m/qmu/sensitivities.m@ 13646

function sens=sensitivies(md,variablename,responsename)
%SENSITIVIES - compute sensitivities for a certain variable and response.
%
%   Usage:
%      sens=sensitivities(md,variablename,responsename)
%
%
%   Example: sens=sensitivities(md,'DragCoefficient','MaxVel');
%

variablenamelength=length(variablename);

%go through all response functions and find the one corresponding to the correct responsename
responsefunctions=md.qmu.results.dresp_out;
found=0;
for i=1:length(responsefunctions),
        if strcmpi(responsefunctions(i).descriptor,responsename),
                found=i;
                break;
        end
end
if ~found,
        error('importancefactors error message: could not find correct response function');
end
responsefunctions=responsefunctions(found);
nfun=size(responsefunctions.var,1);

%Now recover response to the correct design variable
rawsens=zeros(0,1);
count=0;
for i=1:nfun,
        desvar=responsefunctions.var{i};
        if strncmpi(desvar,variablename,variablenamelength),
                rawsens(end+1,1)=responsefunctions.sens(i);
                count=count+1;
        end
end

%Now, if this was a distributed variable, the sensitivities need to be scaled by means of the input variable.
if IsScaled(variablename),

        %ipick up the variable in the model
        switch variablename,
                case 'thickness', variable = md.geometry.thickness; 
                otherwise, error(['scaled variable ' variablename  ' not associated to any model field']);
        end

        %average it onto the partition
        average_variable=AreaAverageOntoPartition(md,variable);

        %scale the sensitivities: only where the average_variable is not 0 
        if ~isempty(rawsens),
                pos=find(average_variable);
                rawsens(pos)=rawsens(pos)./average_variable(pos);
        end
end

if count==0,
        error('sensitivities error message: either response does not exist, or sensitivities are empty');
end

if count==1, %we have scalar
        sens=rawsens;
        return;
else
        %project the sensitivities from the partition onto the mesh
        sens=rawsens(md.qmu.partition'+1); %md.qmu.partition was created to index "c" style
end