Hammersley Sampling for Design of Experiments DOE for MATLAB

Hammersley Sampling method For Design of Experiments (DOE) has been implemented in MATLAB

Project

Hammersley Sampling Method utilized for Design Of Experiments (DOE)

Usage

Run EVAL_Hammersley.m file:

P = 300;   % No of samples in each dimensions
N = 10;    % No of dimensions 

H = Hammersley(P, N);

figure;
title('Hammersley Samples');
subplot(331); plot(H(1,:), H(2,:), 'r.'); 
xlabel('H1'); ylabel('H2');
subplot(332); plot(H(1,:), H(3,:), 'b.');
xlabel('H1'); ylabel('H3');
subplot(333); plot(H(1,:), H(4,:), 'm.');
xlabel('H1'); ylabel('H4');

subplot(334); plot(H(1,:), H(5,:), 'k.');
xlabel('H1'); ylabel('H5');
subplot(335); plot(H(1,:), H(6,:), 'g.');
xlabel('H1'); ylabel('H6');
subplot(336); plot(H(1,:), H(7,:), 'b.');
xlabel('H1'); ylabel('H7');

subplot(337); plot(H(1,:), H(8,:), 'c.');
xlabel('H1'); ylabel('H8');
subplot(338); plot(H(1,:), H(9,:), 'r.');
xlabel('H1'); ylabel('H9');
subplot(339); plot(H(1,:), H(10,:), 'm.');
xlabel('H1'); ylabel('H10');

suptitle('Hammersley Samples');

Output is as follows:

Contact

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