nikcleju@11: % Run SL0 and save parameters and solutions as reference test data
nikcleju@11: % to check if other algorithms are correct
nikcleju@11: 
nikcleju@11: numA = 10;
nikcleju@11: numY = 100;
nikcleju@11: 
nikcleju@11: sizesA{1} = [50 100];
nikcleju@11: sizesA{2} = [20 25];
nikcleju@11: sizesA{3} = [10 120];
nikcleju@11: sizesA{4} = [15 100];
nikcleju@11: sizesA{5} = [70 100];
nikcleju@11: sizesA{6} = [80 100];
nikcleju@11: sizesA{7} = [90 100];
nikcleju@11: sizesA{8} = [99 100];
nikcleju@11: sizesA{9} = [100 100];
nikcleju@11: sizesA{10} = [250 400];
nikcleju@11: 
nikcleju@11: sigmamin = [0.00001 0.01 0.2 0.3 0.4 0.0001 0.1 0.001 0.1 0.1];
nikcleju@11: 
nikcleju@11: for i = 1:numA
nikcleju@11:     sz = sizesA{i};
nikcleju@11:     cellA{i} = randn(sz);
nikcleju@11:     cellY{i} = randn(sz(1), numY);
nikcleju@11:     for j = 1:numY
nikcleju@11:         cellEps{i}(j) = rand / 100; % restrict from 0 to 1% io measurements
nikcleju@11:     end    
nikcleju@11: end
nikcleju@11: 
nikcleju@11: %load SL0approxtestdata
nikcleju@11: tic
nikcleju@11: for i = 1:numA
nikcleju@11:     for j = 1:numY
nikcleju@11:         cellXr{i}(:,j) = SL0_approx(cellA{i}, cellY{i}(:,j), cellEps{i}(j), sigmamin(i));
nikcleju@11:     end
nikcleju@11: end
nikcleju@11: toc
nikcleju@11: 
nikcleju@11: save SL0approxtestdata