Example: Function call: kb_err(0.65,matrix_1). Parameter = 0.65 and matrix_1:

 

 

MATLAB code (./PSG/Example/Func_value_kb_err.m) for function minimization:

 

%Define data:

H1 = [1 4 8 3;7 -5 4 -6;-2 8 -1 0;0 -3 -4 9];

c1 = [-2;11;6;10];

p1 = [0.2;0.2;0.3;0.3];

 

%Create the PSG matrix 'matrix_1'(structure containing header and matrix body) and pack it to structure 'iargstruc_arr':

iargstruc_arr(1) = tbpsg_matrix_pack('matrix_1', H1, [],  c1, p1);

 

%Create problem statement:

problem_statement = sprintf('%s\n',...

'minimize',...

'  kb_err(0.65,matrix_1)',...

'');

 

%Minimize kb_err function with parameter 0.65 :

[solution_str, outargstruc_arr] = tbpsg_run(problem_statement, iargstruc_arr);

%Extract value of function from solution report:

val = tbpsg_function_data(solution_str, outargstruc_arr);

%Extract values of output points:

output = tbpsg_point_data(solution_str, outargstruc_arr);

%Display function value:

disp(' ')

disp(sprintf('kb_err function value = %g', val(1)));

disp(' ')

disp(sprintf('Pseudo R2 = %g', val(2)));

disp(' ')

disp('Contributions (normed increments) = ');

disp(output{2})

 

 

Program output:

 

kb_err function value = 3.86358e-015

 

Pseudo R2 = 1

 

Contributions (normed increments) =

   0.3602    0.2864    0.2234    0.1300