TA Algorithm to find a lean design Runs n=36, Factors s=23. Initial Design: 1 1 1 1 1 1 1 1 1 1 1 2 2 3 3 2 2 3 3 2 2 3 3 2 2 2 1 1 1 2 1 2 1 2 2 2 3 3 3 3 2 2 3 3 2 2 1 2 1 2 2 2 2 1 1 1 2 3 3 2 2 2 2 3 3 3 3 2 2 2 1 2 2 2 1 2 1 1 2 1 3 3 2 2 3 3 2 2 2 2 3 3 1 1 1 2 1 1 2 2 2 2 2 2 3 2 3 3 1 3 1 1 2 1 2 2 2 1 1 2 1 1 2 1 2 2 2 3 2 3 1 3 1 3 2 1 2 1 1 2 2 1 1 2 2 2 1 2 1 3 2 3 2 3 1 3 1 2 1 2 1 2 1 2 2 1 2 1 2 1 1 2 3 2 3 2 1 3 1 3 1 2 1 2 1 1 2 1 2 2 1 1 2 2 2 2 3 3 2 1 2 2 1 3 1 1 3 2 2 1 2 1 2 1 1 2 2 1 2 3 3 2 2 1 1 2 1 3 3 1 1 2 2 2 2 1 1 2 2 1 1 3 2 2 3 1 2 2 1 1 3 3 1 2 1 1 1 2 2 2 2 2 1 1 3 2 2 3 2 1 1 2 3 1 1 3 1 1 1 1 1 1 1 1 1 1 1 3 3 1 1 3 3 1 1 3 3 1 1 2 2 2 1 1 1 2 1 2 1 2 3 3 1 1 1 1 3 3 1 1 3 3 1 2 1 2 2 2 2 1 1 1 2 1 1 3 3 3 3 1 1 1 1 3 3 2 1 2 2 2 1 2 1 1 2 1 1 1 3 3 1 1 3 3 3 3 1 1 1 1 1 2 1 1 2 2 2 2 2 3 1 3 1 1 2 1 2 2 3 2 3 2 2 1 1 2 1 1 2 1 2 2 3 1 3 1 2 1 2 1 3 2 3 2 1 2 2 1 1 2 2 2 1 2 1 1 3 1 3 1 2 1 2 3 2 3 2 2 1 2 2 1 2 1 2 1 1 2 1 3 1 3 2 1 2 1 2 3 2 3 1 1 2 1 2 2 1 1 2 2 2 3 1 1 3 2 3 3 2 1 2 2 1 2 2 1 2 1 2 1 1 2 2 1 3 1 1 3 3 2 2 3 2 1 1 2 1 2 2 2 2 1 1 2 2 1 1 1 3 3 1 2 3 3 2 2 1 1 2 2 1 1 1 2 2 2 2 2 1 1 1 3 3 1 3 2 2 3 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 2 2 1 1 2 2 2 2 2 1 1 1 2 1 2 1 2 1 1 2 2 2 2 1 1 2 2 1 1 1 2 1 2 2 2 2 1 1 1 2 2 2 1 1 1 1 2 2 2 2 1 1 2 1 2 2 2 1 2 1 1 2 1 2 2 1 1 2 2 1 1 1 1 2 2 1 1 1 2 1 1 2 2 2 2 2 1 2 1 2 2 3 2 3 3 1 3 1 2 2 1 1 2 1 1 2 1 2 2 1 2 1 2 3 2 3 2 1 3 1 3 1 2 2 1 1 2 2 2 1 2 1 2 1 2 1 2 3 2 3 1 3 1 3 2 1 2 2 1 2 1 2 1 1 2 2 1 2 1 3 2 3 2 3 1 3 1 1 1 2 1 2 2 1 1 2 2 2 1 2 2 1 3 1 1 3 2 3 3 2 2 2 1 2 1 2 1 1 2 2 1 1 2 2 1 1 3 3 1 3 2 2 3 1 2 2 2 2 1 1 2 2 1 1 2 1 1 2 3 1 1 3 3 2 2 3 2 1 1 1 2 2 2 2 2 1 1 2 1 1 2 1 3 3 1 2 3 3 2 Criterion: maximize Det(X(5)'X(5))*...*Det(X(36)'X(36)) Search Type:(b) - f1(x1) ... f1(xs) f2(x1) ... f2(xs) Result Design: 1 1 2 1 2 2 1 1 2 2 2 2 2 2 1 3 1 3 3 1 3 1 2 2 1 2 2 1 2 1 2 1 1 2 3 2 3 1 3 3 2 1 2 2 1 1 2 1 1 1 2 2 2 2 2 1 1 1 1 2 3 3 3 3 1 2 1 2 2 2 2 2 1 1 1 2 1 2 1 2 2 3 3 3 3 2 2 3 3 2 2 2 1 2 1 2 2 2 2 1 1 1 2 1 3 3 3 3 1 1 1 1 3 3 1 1 1 1 1 1 1 1 1 1 1 1 3 1 3 3 1 1 3 3 3 1 1 1 2 1 2 2 2 1 2 1 1 2 1 1 3 1 1 3 3 1 3 3 1 1 3 2 2 1 1 2 1 1 2 1 2 2 2 3 3 1 2 3 3 2 1 1 2 1 1 1 1 2 1 1 2 2 2 2 2 1 2 3 2 1 3 2 3 1 1 3 2 2 2 1 2 1 2 1 1 2 2 1 1 1 3 1 2 1 2 3 2 3 2 3 1 2 2 1 1 2 2 2 1 2 1 2 1 3 2 2 3 1 1 3 3 1 2 1 2 2 2 2 1 1 2 2 1 1 1 1 3 2 3 2 3 2 1 2 1 3 2 2 1 2 1 2 1 1 2 2 1 3 3 2 3 1 3 1 2 1 2 1 2 2 2 2 1 1 1 2 1 2 1 2 3 1 1 1 1 3 3 1 1 3 3 3 2 1 2 2 2 1 2 1 1 2 1 3 2 3 3 2 2 3 2 2 3 3 2 2 1 1 1 2 2 2 2 2 1 1 2 2 3 1 1 1 1 2 3 2 3 3 2 1 2 2 1 2 1 2 1 1 2 1 3 1 2 1 1 3 2 3 3 2 2 2 2 1 1 2 1 1 2 1 2 2 3 1 1 2 3 1 1 3 2 2 3 2 1 1 1 2 1 1 2 2 2 2 2 2 3 1 3 2 1 3 1 2 2 1 3 1 2 1 2 2 2 2 1 1 1 2 3 2 2 2 2 3 3 3 3 2 2 3 1 2 2 1 1 2 2 2 1 2 1 3 2 1 3 3 1 2 2 1 1 2 3 1 1 1 1 1 1 1 1 1 1 1 2 3 2 2 3 3 2 2 2 3 3 3 1 1 2 1 2 2 1 1 2 2 2 3 3 3 2 1 2 1 1 2 1 2 3 2 2 1 2 1 2 1 1 2 2 1 2 2 1 2 3 2 3 1 3 1 3 1 2 1 2 2 1 2 1 2 1 1 2 2 1 2 3 2 2 1 3 1 1 3 3 2 2 1 1 2 1 1 2 1 2 2 1 2 2 3 1 2 2 1 3 3 1 3 1 2 2 2 2 1 1 2 2 1 1 3 3 2 1 2 1 2 1 3 1 3 2 2 2 2 1 1 1 2 1 2 1 2 1 2 2 2 2 1 1 2 2 1 1 1 1 1 2 1 2 2 1 1 2 2 2 1 1 1 3 2 3 2 2 3 2 3 1 2 1 1 1 2 2 2 2 2 1 1 3 3 1 2 2 2 2 3 1 3 1 1 2 1 2 2 2 1 2 1 1 2 1 2 1 2 2 1 1 2 1 1 2 2 1 1 1 1 2 1 1 2 2 2 2 2 3 1 2 1 3 2 1 2 3 3 2 1 1 2 1 2 2 2 2 1 1 1 2 2 1 1 1 1 2 2 2 2 1 1 2 1 2 2 1 1 2 2 2 1 2 1 1 3 2 1 1 2 3 3 2 2 3 1 1 2 2 2 2 1 1 2 2 1 1 2 2 1 3 1 3 1 3 2 3 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 2 1 1 1 2 2 2 Runs Permutation: 9 8 24 2 15 13 16 6 29 34 31 23 22 14 4 36 20 18 5 3 7 1 21 10 32 30 11 26 33 12 28 17 27 19 35 25 Factors Permutation: 1 2 3 4 5 6 7 8 9 10 11 12 15 17 16 14 19 13 20 21 23 22 18 Max Product Det: 1.5014e-012 ============================================ Expanded Matrix: 1 -1 -1 1 -1 1 1 -1 -1 1 1 1 0 0 0 -1 1 -1 1 1 -1 1 -1 0 2 2 2 -1 -1 -1 -1 -1 -1 -1 -1 2 1 1 -1 1 1 -1 1 -1 1 -1 -1 1 1 0 1 -1 1 1 0 -1 0 0 -1 -1 -1 2 -1 -1 -1 -1 2 -1 2 2 -1 -1 1 1 -1 -1 -1 1 1 1 1 1 -1 -1 -1 -1 0 1 1 1 1 -1 0 -1 0 0 -1 -1 2 -1 -1 -1 -1 -1 2 -1 2 2 1 1 1 1 -1 -1 -1 1 -1 1 -1 1 0 1 1 1 1 0 0 1 1 0 0 0 2 -1 -1 -1 -1 2 2 -1 -1 2 2 2 1 -1 1 -1 1 1 1 1 -1 -1 -1 1 -1 1 1 1 1 -1 -1 -1 -1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 -1 1 1 -1 -1 1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 1 -1 1 1 1 -1 1 -1 -1 1 -1 -1 1 -1 -1 1 1 -1 1 1 -1 -1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 1 1 -1 -1 1 -1 -1 1 -1 1 1 0 1 1 -1 0 1 1 0 -1 -1 0 -1 2 -1 -1 -1 2 -1 -1 2 -1 -1 2 -1 1 -1 -1 -1 1 -1 -1 1 1 1 1 1 -1 0 1 0 -1 1 0 1 -1 -1 1 0 -1 2 -1 2 -1 -1 2 -1 -1 -1 -1 2 1 1 1 -1 1 -1 1 -1 -1 1 1 -1 -1 -1 1 -1 0 -1 0 1 0 1 0 1 -1 -1 -1 -1 2 -1 2 -1 2 -1 2 -1 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 0 -1 1 0 0 1 -1 -1 1 1 -1 0 2 -1 -1 2 2 -1 -1 -1 -1 -1 -1 2 1 -1 1 1 1 1 -1 -1 1 1 -1 -1 -1 -1 1 0 1 0 1 0 -1 0 -1 1 -1 -1 -1 2 -1 2 -1 2 -1 2 -1 -1 1 1 1 -1 1 -1 1 -1 -1 1 1 -1 1 1 0 1 -1 1 -1 0 -1 0 -1 0 -1 -1 2 -1 -1 -1 -1 2 -1 2 -1 2 1 1 1 1 -1 -1 -1 1 -1 1 -1 1 1 -1 -1 -1 -1 1 1 -1 -1 1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 1 -1 1 1 1 -1 1 -1 -1 1 -1 1 0 1 1 0 0 1 0 0 1 1 0 -1 2 -1 -1 2 2 -1 2 2 -1 -1 2 1 1 -1 -1 -1 1 1 1 1 1 -1 -1 0 0 1 -1 -1 -1 -1 0 1 0 1 1 2 2 -1 -1 -1 -1 -1 2 -1 2 -1 -1 1 1 -1 1 1 -1 1 -1 1 -1 -1 1 -1 1 -1 0 -1 -1 1 0 1 1 0 0 -1 -1 -1 2 -1 -1 -1 2 -1 -1 2 2 1 1 1 -1 -1 1 -1 -1 1 -1 1 1 1 -1 -1 0 1 -1 -1 1 0 0 1 0 -1 -1 -1 2 -1 -1 -1 -1 2 2 -1 2 1 -1 -1 -1 1 -1 -1 1 1 1 1 1 0 1 -1 1 0 -1 1 -1 0 0 -1 1 2 -1 -1 -1 2 -1 -1 -1 2 2 -1 -1 1 -1 1 -1 1 1 1 1 -1 -1 -1 1 1 0 0 0 0 1 1 1 1 0 0 1 -1 2 2 2 2 -1 -1 -1 -1 2 2 -1 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 1 0 -1 1 1 -1 0 0 -1 -1 0 1 -1 2 -1 -1 -1 -1 2 2 -1 -1 2 -1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 0 1 0 0 1 1 0 0 0 1 1 1 2 -1 2 2 -1 -1 2 2 2 -1 -1 -1 1 -1 -1 1 -1 1 1 -1 -1 1 1 1 1 1 1 0 -1 0 -1 -1 0 -1 0 1 -1 -1 -1 2 -1 2 -1 -1 2 -1 2 -1 1 1 1 -1 1 -1 1 -1 -1 1 1 -1 0 0 -1 0 1 0 1 -1 1 -1 1 -1 2 2 -1 2 -1 2 -1 -1 -1 -1 -1 -1 1 1 -1 1 1 -1 1 -1 1 -1 -1 1 0 -1 0 1 0 0 -1 1 -1 -1 1 1 2 -1 2 -1 2 2 -1 -1 -1 -1 -1 -1 1 1 1 -1 -1 1 -1 -1 1 -1 1 1 -1 0 0 1 -1 0 0 -1 1 1 -1 1 -1 2 2 -1 -1 2 2 -1 -1 -1 -1 -1 1 -1 1 1 1 1 -1 -1 1 1 -1 -1 1 1 0 -1 0 -1 0 -1 1 -1 1 0 -1 -1 2 -1 2 -1 2 -1 -1 -1 -1 2 1 1 1 1 -1 -1 -1 1 -1 1 -1 1 -1 0 0 0 0 -1 -1 0 0 -1 -1 -1 -1 2 2 2 2 -1 -1 2 2 -1 -1 -1 1 -1 -1 1 -1 1 1 -1 -1 1 1 1 -1 -1 -1 1 0 1 0 0 1 0 1 -1 -1 -1 -1 -1 2 -1 2 2 -1 2 -1 -1 1 1 -1 -1 -1 1 1 1 1 1 -1 -1 1 1 -1 0 0 0 0 1 -1 1 -1 -1 -1 -1 -1 2 2 2 2 -1 -1 -1 -1 -1 1 1 -1 1 1 1 -1 1 -1 -1 1 -1 0 -1 0 0 -1 -1 0 -1 -1 0 0 -1 2 -1 2 2 -1 -1 2 -1 -1 2 2 -1 1 -1 -1 -1 1 -1 -1 1 1 1 1 1 1 -1 0 -1 1 0 -1 0 1 1 0 -1 -1 -1 2 -1 -1 2 -1 2 -1 -1 2 -1 1 -1 1 -1 1 1 1 1 -1 -1 -1 1 0 -1 -1 -1 -1 0 0 0 0 -1 -1 0 2 -1 -1 -1 -1 2 2 2 2 -1 -1 2 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 -1 1 0 -1 -1 0 1 1 0 0 1 -1 -1 -1 2 -1 -1 2 -1 -1 2 2 -1 -1 1 -1 1 1 1 1 -1 -1 1 1 -1 -1 0 0 -1 1 -1 1 -1 1 0 1 0 -1 2 2 -1 -1 -1 -1 -1 -1 2 -1 2 -1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 0 -1 -1 0 0 -1 -1 -1 0 0 0 -1 2 -1 -1 2 2 -1 -1 -1 2 2 2 Det(X'X)^(1/k) - Std EachStd Original --------------------------- Top 5 Left 5 Corner: 0.130675 0.940863 4.704316 Top 6 Left 6 Corner: 0.150801 0.904806 5.428835 Top 7 Left 7 Corner: 0.170761 0.878201 6.147409 Top 8 Left 8 Corner: 0.192450 0.866025 6.928203 Top 9 Left 9 Corner: 0.198127 0.792506 7.132557 Top 10 Left 10 Corner: 0.232942 0.838593 8.385925 Top 11 Left 11 Corner: 0.265932 0.870324 9.573569 Top 12 Left 12 Corner: 0.333333 1.000000 12.000000 Top 13 Left 13 Corner: 0.316026 0.872612 11.027565 Top 14 Left 14 Corner: 0.319912 0.809036 10.868684 Top 15 Left 15 Corner: 0.341279 0.798956 11.329050 Top 16 Left 16 Corner: 0.355864 0.778139 11.576144 Top 17 Left 17 Corner: 0.374403 0.765356 11.963269 Top 18 Left 18 Corner: 0.404413 0.771924 12.718344 Top 19 Left 19 Corner: 0.433298 0.780431 13.434246 Top 20 Left 20 Corner: 0.457060 0.788414 13.990682 Top 21 Left 21 Corner: 0.479300 0.788877 14.502491 Top 22 Left 22 Corner: 0.494675 0.788500 14.810878 Top 23 Left 23 Corner: 0.519118 0.793115 15.393994 Top 24 Left 24 Corner: 0.542585 0.798752 15.948663 Top 25 Left 25 Corner: 0.571650 0.807333 17.416055 Top 26 Left 26 Corner: 0.599859 0.815424 18.890128 Top 27 Left 27 Corner: 0.613994 0.807531 19.936622 Top 28 Left 28 Corner: 0.640443 0.813538 21.395371 Top 29 Left 29 Corner: 0.673211 0.827807 23.093515 Top 30 Left 30 Corner: 0.690956 0.824385 24.295322 Top 31 Left 31 Corner: 0.728452 0.841838 26.212808 Top 32 Left 32 Corner: 0.785095 0.878976 28.870094 Top 33 Left 33 Corner: 0.807660 0.879044 30.310780 Top 34 Left 34 Corner: 0.864010 0.913120 33.052905 Top 35 Left 35 Corner: 0.920736 0.946424 35.865167 Top 36 Left 36 Corner: 1.000000 1.000000 39.623127 Det Product: 1.501446945410918e-012 0.003906244110847751 1.503044119426772e+037 ============================================ Expanded Matrix for initial design: 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 0 0 1 1 0 0 1 1 0 0 1 1 2 2 -1 -1 2 2 -1 -1 2 2 -1 -1 1 1 1 1 -1 -1 -1 1 -1 1 -1 1 0 0 1 1 1 1 0 0 1 1 0 0 2 2 -1 -1 -1 -1 2 2 -1 -1 2 2 1 -1 1 -1 1 1 1 1 -1 -1 -1 1 1 1 0 0 0 0 1 1 1 1 0 0 -1 -1 2 2 2 2 -1 -1 -1 -1 2 2 1 1 -1 1 1 1 -1 1 -1 -1 1 -1 1 1 0 0 1 1 0 0 0 0 1 1 -1 -1 2 2 -1 -1 2 2 2 2 -1 -1 1 -1 -1 -1 1 -1 -1 1 1 1 1 1 0 1 0 1 1 -1 1 -1 -1 0 -1 0 2 -1 2 -1 -1 -1 -1 -1 -1 2 -1 2 1 1 1 -1 -1 1 -1 -1 1 -1 1 1 0 1 0 1 -1 1 -1 1 0 -1 0 -1 2 -1 2 -1 -1 -1 -1 -1 2 -1 2 -1 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 1 0 1 0 1 -1 1 -1 0 -1 0 -1 -1 2 -1 2 -1 -1 -1 -1 2 -1 2 -1 1 1 -1 1 1 -1 1 -1 1 -1 -1 1 1 0 1 0 -1 1 -1 1 -1 0 -1 0 -1 2 -1 2 -1 -1 -1 -1 -1 2 -1 2 1 -1 -1 1 -1 1 1 -1 -1 1 1 1 0 1 1 0 -1 0 0 -1 1 -1 -1 1 2 -1 -1 2 -1 2 2 -1 -1 -1 -1 -1 1 1 1 -1 1 -1 1 -1 -1 1 1 -1 0 1 1 0 0 -1 -1 0 -1 1 1 -1 2 -1 -1 2 2 -1 -1 2 -1 -1 -1 -1 1 -1 1 1 1 1 -1 -1 1 1 -1 -1 1 0 0 1 -1 0 0 -1 -1 1 1 -1 -1 2 2 -1 -1 2 2 -1 -1 -1 -1 -1 1 1 -1 -1 -1 1 1 1 1 1 -1 -1 1 0 0 1 0 -1 -1 0 1 -1 -1 1 -1 2 2 -1 2 -1 -1 2 -1 -1 -1 -1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 1 -1 -1 1 1 -1 -1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 1 1 1 -1 -1 -1 1 -1 1 -1 1 1 1 -1 -1 -1 -1 1 1 -1 -1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 -1 1 -1 1 1 1 1 -1 -1 -1 1 -1 -1 1 1 1 1 -1 -1 -1 -1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 1 -1 1 1 1 -1 1 -1 -1 1 -1 -1 -1 1 1 -1 -1 1 1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 1 -1 -1 -1 1 -1 -1 1 1 1 1 1 1 -1 1 -1 -1 0 -1 0 0 1 0 1 -1 -1 -1 -1 -1 2 -1 2 2 -1 2 -1 1 1 1 -1 -1 1 -1 -1 1 -1 1 1 1 -1 1 -1 0 -1 0 -1 1 0 1 0 -1 -1 -1 -1 2 -1 2 -1 -1 2 -1 2 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 -1 1 -1 1 -1 0 -1 0 1 0 1 0 -1 -1 -1 -1 -1 2 -1 2 -1 2 -1 2 1 1 -1 1 1 -1 1 -1 1 -1 -1 1 -1 1 -1 1 0 -1 0 -1 0 1 0 1 -1 -1 -1 -1 2 -1 2 -1 2 -1 2 -1 1 -1 -1 1 -1 1 1 -1 -1 1 1 1 1 -1 -1 1 0 1 1 0 -1 0 0 -1 -1 -1 -1 -1 2 -1 -1 2 -1 2 2 -1 1 1 1 -1 1 -1 1 -1 -1 1 1 -1 1 -1 -1 1 1 0 0 1 0 -1 -1 0 -1 -1 -1 -1 -1 2 2 -1 2 -1 -1 2 1 -1 1 1 1 1 -1 -1 1 1 -1 -1 -1 1 1 -1 0 1 1 0 0 -1 -1 0 -1 -1 -1 -1 2 -1 -1 2 2 -1 -1 2 1 1 -1 -1 -1 1 1 1 1 1 -1 -1 -1 1 1 -1 1 0 0 1 -1 0 0 -1 -1 -1 -1 -1 -1 2 2 -1 -1 2 2 -1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 0 0 -1 -1 0 0 -1 -1 0 0 -1 -1 2 2 -1 -1 2 2 -1 -1 2 2 1 1 1 1 -1 -1 -1 1 -1 1 -1 1 -1 -1 0 0 0 0 -1 -1 0 0 -1 -1 -1 -1 2 2 2 2 -1 -1 2 2 -1 -1 1 -1 1 -1 1 1 1 1 -1 -1 -1 1 0 0 -1 -1 -1 -1 0 0 0 0 -1 -1 2 2 -1 -1 -1 -1 2 2 2 2 -1 -1 1 1 -1 1 1 1 -1 1 -1 -1 1 -1 0 0 -1 -1 0 0 -1 -1 -1 -1 0 0 2 2 -1 -1 2 2 -1 -1 -1 -1 2 2 1 -1 -1 -1 1 -1 -1 1 1 1 1 1 -1 0 -1 0 0 1 0 1 1 -1 1 -1 -1 2 -1 2 2 -1 2 -1 -1 -1 -1 -1 1 1 1 -1 -1 1 -1 -1 1 -1 1 1 -1 0 -1 0 1 0 1 0 -1 1 -1 1 -1 2 -1 2 -1 2 -1 2 -1 -1 -1 -1 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 0 -1 0 -1 0 1 0 1 -1 1 -1 1 2 -1 2 -1 2 -1 2 -1 -1 -1 -1 -1 1 1 -1 1 1 -1 1 -1 1 -1 -1 1 0 -1 0 -1 1 0 1 0 1 -1 1 -1 2 -1 2 -1 -1 2 -1 2 -1 -1 -1 -1 1 -1 -1 1 -1 1 1 -1 -1 1 1 1 -1 0 0 -1 1 -1 -1 1 0 1 1 0 -1 2 2 -1 -1 -1 -1 -1 2 -1 -1 2 1 1 1 -1 1 -1 1 -1 -1 1 1 -1 -1 0 0 -1 -1 1 1 -1 1 0 0 1 -1 2 2 -1 -1 -1 -1 -1 -1 2 2 -1 1 -1 1 1 1 1 -1 -1 1 1 -1 -1 0 -1 -1 0 1 -1 -1 1 1 0 0 1 2 -1 -1 2 -1 -1 -1 -1 -1 2 2 -1 1 1 -1 -1 -1 1 1 1 1 1 -1 -1 0 -1 -1 0 -1 1 1 -1 0 1 1 0 2 -1 -1 2 -1 -1 -1 -1 2 -1 -1 2 For inital design Det(X'X)^(1/k) - Std EachStd Original --------------------------- Top 5 Left 5 Corner: 0.000000 0.000619 0.000000 Top 6 Left 6 Corner: 0.111111 0.666667 4.000000 Top 7 Left 7 Corner: 0.001042 0.004877 0.000000 Top 8 Left 8 Corner: 0.002254 0.009353 0.000000 Top 9 Left 9 Corner: 0.004807 0.019229 0.000000 Top 10 Left 10 Corner: 0.007752 0.027739 0.000000 Top 11 Left 11 Corner: 0.265932 0.870324 9.573569 Top 12 Left 12 Corner: 0.333333 1.000000 12.000000 Top 13 Left 13 Corner: 0.284060 0.799658 9.912137 Top 14 Left 14 Corner: 0.026363 0.066758 0.000000 Top 15 Left 15 Corner: 0.031892 0.068447 0.000000 Top 16 Left 16 Corner: 0.004699 0.008403 0.000000 Top 17 Left 17 Corner: 0.046048 0.094961 1.353872 Top 18 Left 18 Corner: 0.054366 0.103882 1.509866 Top 19 Left 19 Corner: 0.010184 0.022085 0.000000 Top 20 Left 20 Corner: 0.002241 0.003779 0.000000 Top 21 Left 21 Corner: 0.016601 0.027082 0.000000 Top 22 Left 22 Corner: 0.016296 0.033460 0.000000 Top 23 Left 23 Corner: 0.113879 0.163152 0.000000 Top 24 Left 24 Corner: 0.027588 0.047413 0.000000 Top 25 Left 25 Corner: 0.008817 0.013994 0.000000 Top 26 Left 26 Corner: 0.002854 0.004094 0.000000 Top 27 Left 27 Corner: 0.011542 0.018717 0.000000 Top 28 Left 28 Corner: 0.003795 0.005914 0.000000 Top 29 Left 29 Corner: 0.017316 0.022446 0.000000 Top 30 Left 30 Corner: 0.067616 0.084788 2.234064 Top 31 Left 31 Corner: 0.027166 0.028749 0.000000 Top 32 Left 32 Corner: 0.093058 0.105739 2.947790 Top 33 Left 33 Corner: 0.283197 0.315051 10.524068 Top 34 Left 34 Corner: 0.829490 0.877854 31.732331 Top 35 Left 35 Corner: 0.920736 0.946391 35.865167 Top 36 Left 36 Corner: 1.000000 1.000000 39.623127 Det Product: 0+0i -3.7192e-042+1.8377e-041i 0+0i