June 20 2002 2:16:05.028 PM CVT_BASIS Arrange a set of PDE solution data into clusters. Null cluster policy: 0, do nothing, accept null clusters; 1, reset center to a random data point; 2, reset center to random point in hull; NULL_CLUSTER_POLICY = 0 RANDOM_INITIALIZE Initialize RANDOM_NUMBER with user SEED = 12345678 What is the run type? RUN_TYPE = 7 For RUN_TYPE = 7, T-Cell data. read in the steady state solution from "STEADY.TXT" and, letting SS be the steady state solution, subtract 5/3 SS from solutions 1 through 250 subtract 1/3 SS from solutions 251 through 500. We NORMALIZE the result. What is the name of the XY data file? The file "/math/WWW/f_src/cvt_basis_tcell/xy.txt" contains 4961 lines. X minimum : 0.00000 X maximum : 1.00000 Y minimum : 0.00000 Y maximum : 1.00000 What is the name of the steady state file? Steady state information was read from the file "/math/WWW/f_src/cvt_basis_tcell/steady.txt". Steady max norm = 3.00284 Steady l2 norm = 121.425 What is the name of the first solution file? We believe the number of solution files is 500 The data is stored in an M by N matrix. The "spatial" dimension M is 9922 The number of data points N is 500 All the data has been read into POINT. Enter lower and upper number of clusters The program will try to determine the minimum energy of a clustering, for cluster sizes in the range: 16 16 Enter the number of different random cluster configurations to check For each number of clusters, the number of distinct initial random configurations to be checked will be 15 Enter the number of energy iterations For each initial random configuration, the number of times the program will recompute the cluster centers, cluster components, and energy is 30 Enter 0 to use raw data, 1 to use normalized data. NORMAL = 0 Data will NOT be normalized. Number of clusters allowed: 16 1 Initial_RAW 435.813 0 HMEANS_RAW 42.3659 23 KMEANS_RAW 16.1450 30 2 Initial_RAW 445.224 0 HMEANS_RAW 56.1608 7 KMEANS_RAW 29.8765 30 3 Initial_RAW 446.745 0 HMEANS_RAW 42.3608 12 KMEANS_RAW 16.1450 30 4 Initial_RAW 443.762 0 HMEANS_RAW 87.0209 9 KMEANS_RAW 79.3767 30 5 Initial_RAW 443.916 0 HMEANS_RAW 43.8382 15 KMEANS_RAW 29.8630 30 6 Initial_RAW 441.350 0 HMEANS_RAW 134.732 8 KMEANS_RAW 29.8937 30 7 Initial_RAW 447.011 0 HMEANS_RAW 56.1585 4 KMEANS_RAW 29.8765 30 8 Initial_RAW 456.451 0 HMEANS_RAW 30.0341 18 KMEANS_RAW 16.1328 30 9 Initial_RAW 449.664 0 HMEANS_RAW 34.6238 28 KMEANS_RAW 29.8293 30 10 Initial_RAW 452.145 0 HMEANS_RAW 23.6742 23 KMEANS_RAW 16.1187 30 11 Initial_RAW 451.197 0 HMEANS_RAW 105.735 6 KMEANS_RAW 79.4310 30 12 Initial_RAW 446.259 0 HMEANS_RAW 184.306 2 KMEANS_RAW 79.4482 30 13 Initial_RAW 449.954 0 HMEANS_RAW 56.1585 8 KMEANS_RAW 29.8765 30 14 Initial_RAW 452.842 0 HMEANS_RAW 87.0409 18 KMEANS_RAW 79.3767 30 15 Initial_RAW 444.282 0 HMEANS_RAW 43.8274 8 KMEANS_RAW 29.8630 30 ANALYSIS_RAW: Computed energy range for given cluster size: (The minimum and maximum should be close if we're taking enough iterations.) Cluster Minimum Maximum Size Energy Energy 16 16.1187 79.4482 Energy table: Cluster Energy Size Energy /point Sqrt(E/Pt) 16 16.1187 0.0322 0.1795 CLUSTER_CENSUS Individual cluster population and energy Index Population Percentage Energy Percentage Min Max 1 3 0 0.383425E-01 0 1 3 2 6 1 0.274334E-01 0 4 9 3 60 12 4.22632 26 251 310 4 113 22 5.98823 37 311 423 5 17 3 0.111903 0 124 140 6 10 2 0.381939E-01 0 10 19 7 30 6 0.122679 0 162 191 8 13 2 0.452363E-01 0 20 32 9 16 3 0.525726E-01 0 33 48 10 77 15 4.89879 30 424 500 11 20 4 0.668499E-01 0 49 68 12 20 4 0.741303E-01 0 69 88 13 59 11 0.113557 0 192 250 14 18 3 0.913748E-01 0 89 106 15 17 3 0.113086 0 107 123 16 21 4 0.127705 0 141 161 ------ --- ------------ --- Total 500 100 16.1364 100 1 500 CVT_BASIS: Writing cluster generators to individual files. Write file gen_001.txt Write file gen_002.txt Write file gen_003.txt Write file gen_004.txt Write file gen_005.txt Write file gen_006.txt Write file gen_007.txt Write file gen_008.txt Write file gen_009.txt Write file gen_010.txt Write file gen_011.txt Write file gen_012.txt Write file gen_013.txt Write file gen_014.txt Write file gen_015.txt Write file gen_016.txt CVT_BASIS Normal end of execution. June 20 2002 3:34:58.525 PM