February 5 2004 12:39:13.217 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 = 1 RANDOM_INITIALIZE Initialize RANDOM_NUMBER with user SEED = 12345678 What is the run type? RUN_TYPE = 6 For RUN_TYPE = 6, 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 do NOT normalize the result. What is the name of the XY data file? The file "/a/fs/r1/src-samples/datasets/tcell_flow/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 "/a/fs/r1/src-samples/datasets/tcell_flow/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: 13 13 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 element file for mass matrix preconditioning or "None". Number of elements = 2400 Number of nodes per element = 6 The bandwidth of the matrix is 165 Compute the mass matrix. Cholesky-factor the mass matrix. Enter 0 to use raw data, 1 to use normalized data. NORMAL = 0 Data will NOT be normalized. Number of clusters allowed: 13 1 Initial_RAW 7.73106 0 HMEANS_RAW 0.227789 31 KMEANS_RAW 0.193296 15 2 Initial_RAW 7.67950 0 HMEANS_RAW 0.226121 31 KMEANS_RAW 0.193475 16 3 Initial_RAW 7.76493 0 HMEANS_RAW 0.222071 31 KMEANS_RAW 0.193296 14 4 Initial_RAW 7.72647 0 HMEANS_RAW 0.266585 31 KMEANS_RAW 0.225924 17 5 Initial_RAW 7.73953 0 HMEANS_RAW 0.223509 31 KMEANS_RAW 0.193296 15 6 Initial_RAW 7.68442 0 HMEANS_RAW 0.225495 31 KMEANS_RAW 0.193296 13 7 Initial_RAW 7.74518 0 HMEANS_RAW 0.263779 31 KMEANS_RAW 0.225266 18 8 Initial_RAW 7.72989 0 HMEANS_RAW 0.225227 31 KMEANS_RAW 0.193296 13 9 Initial_RAW 7.73147 0 HMEANS_RAW 0.265279 31 KMEANS_RAW 0.225924 17 10 Initial_RAW 7.68411 0 HMEANS_RAW 0.257923 31 KMEANS_RAW 0.225924 15 11 Initial_RAW 7.69667 0 HMEANS_RAW 0.265894 31 KMEANS_RAW 0.225924 18 12 Initial_RAW 7.71583 0 HMEANS_RAW 0.223268 31 KMEANS_RAW 0.193296 14 13 Initial_RAW 7.78121 0 HMEANS_RAW 0.224903 31 KMEANS_RAW 0.193296 15 14 Initial_RAW 7.75278 0 HMEANS_RAW 0.229621 31 KMEANS_RAW 0.193296 16 15 Initial_RAW 7.67390 0 HMEANS_RAW 0.260713 31 KMEANS_RAW 0.225924 16 ANALYSIS_RAW: Computed energy range for given cluster size: (The minimum and maximum should be close if we're taking enough iterations.) Number of Minimum Maximum Clusters Energy Energy 13 0.1933 0.2259 Energy table: Number of Energy Clusters Energy /point Sqrt(E/Pt) 13 0.1933 0.0004 0.0197 CLUSTER_CENSUS Individual cluster population and energy Index Population Percentage Energy Percentage Min Max 1 11 2 66.3794 5 17 27 2 177 35 90.7595 7 324 500 3 5 1 77.6161 6 4 8 4 34 6 94.7969 7 290 323 5 8 1 87.0280 7 9 16 6 35 7 64.6286 5 46 80 7 3 0 96.6126 7 1 3 8 4 0 179.675 14 251 254 9 170 34 61.4570 4 81 250 10 11 2 122.186 9 262 272 11 18 3 68.4624 5 28 45 12 7 1 133.755 10 255 261 13 17 3 97.6351 7 273 289 ------ --- ------------ --- Total 500 100 1240.99 100 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 CVT_BASIS Normal end of execution. February 5 2004 12:48:45.542 PM