February 5 2004 3:21:19.266 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: 20 20 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: 20 1 Initial_RAW 7.68165 0 HMEANS_RAW 0.193125 31 KMEANS_RAW 0.118317 30 2 Initial_RAW 7.73740 0 HMEANS_RAW 0.182441 31 KMEANS_RAW 0.910195E-01 30 3 Initial_RAW 7.71270 0 HMEANS_RAW 0.168768 31 KMEANS_RAW 0.950122E-01 30 4 Initial_RAW 7.71668 0 HMEANS_RAW 0.175785 31 KMEANS_RAW 0.936687E-01 29 5 Initial_RAW 7.67633 0 HMEANS_RAW 0.185677 31 KMEANS_RAW 0.104752 30 6 Initial_RAW 7.71612 0 HMEANS_RAW 0.196824 31 KMEANS_RAW 0.119391 30 7 Initial_RAW 7.57247 0 HMEANS_RAW 0.175338 31 KMEANS_RAW 0.935430E-01 30 8 Initial_RAW 7.69443 0 HMEANS_RAW 0.183591 31 KMEANS_RAW 0.937686E-01 30 9 Initial_RAW 7.74827 0 HMEANS_RAW 0.161864 31 KMEANS_RAW 0.910195E-01 26 10 Initial_RAW 7.72027 0 HMEANS_RAW 0.182774 31 KMEANS_RAW 0.104436 30 11 Initial_RAW 7.81893 0 HMEANS_RAW 0.190322 31 KMEANS_RAW 0.104437 30 12 Initial_RAW 7.64150 0 HMEANS_RAW 0.177247 31 KMEANS_RAW 0.910195E-01 29 13 Initial_RAW 7.77613 0 HMEANS_RAW 0.170903 31 KMEANS_RAW 0.935430E-01 30 14 Initial_RAW 7.60388 0 HMEANS_RAW 0.168004 31 KMEANS_RAW 0.936687E-01 30 15 Initial_RAW 7.78405 0 HMEANS_RAW 0.164319 31 KMEANS_RAW 0.938739E-01 30 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 20 0.0910 0.1194 Energy table: Number of Energy Clusters Energy /point Sqrt(E/Pt) 20 0.0910 0.0002 0.0135 CLUSTER_CENSUS Individual cluster population and energy Index Population Percentage Energy Percentage Min Max 1 3 0 96.6126 16 1 3 2 10 2 18.1422 3 277 286 3 4 0 44.2586 7 4 7 4 8 1 23.6000 4 19 26 5 20 4 14.2180 2 300 319 6 8 1 23.5984 4 269 276 7 3 0 96.3630 16 251 253 8 145 29 13.7345 2 106 250 9 6 1 23.0533 3 13 18 10 20 4 14.3388 2 50 69 11 5 1 30.9744 5 8 12 12 5 1 30.8703 5 258 262 13 4 0 44.0937 7 254 257 14 13 2 14.0316 2 287 299 15 10 2 18.1240 3 27 36 16 6 1 23.0086 3 263 268 17 145 29 13.1246 2 356 500 18 36 7 13.6110 2 320 355 19 13 2 14.0438 2 37 49 20 36 7 13.9319 2 70 105 ------ --- ------------ --- Total 500 100 583.733 100 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 Write file gen_017.txt Write file gen_018.txt Write file gen_019.txt Write file gen_020.txt CVT_BASIS Normal end of execution. February 5 2004 3:36:55.137 PM