June 20 2002 7:06:12.168 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 = 8 For RUN_TYPE = 8, 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 DROP the odd numbered solutions. We do NOT 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. RUN_TYPE = 8: Thin out the input data points. Thinning increment is 2 Original input data size is 500 Thinned data size is 250 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 22770.7 0 HMEANS_RAW 874.877 31 KMEANS_RAW 363.184 21 2 Initial_RAW 22674.2 0 HMEANS_RAW 872.006 31 KMEANS_RAW 363.184 21 3 Initial_RAW 22853.3 0 HMEANS_RAW 791.071 31 KMEANS_RAW 336.332 15 4 Initial_RAW 22651.1 0 HMEANS_RAW 876.472 31 KMEANS_RAW 357.707 15 5 Initial_RAW 22163.6 0 HMEANS_RAW 876.472 31 KMEANS_RAW 357.707 15 6 Initial_RAW 22463.7 0 HMEANS_RAW 876.472 31 KMEANS_RAW 357.707 15 7 Initial_RAW 23245.0 0 HMEANS_RAW 880.201 31 KMEANS_RAW 357.707 15 8 Initial_RAW 23076.3 0 HMEANS_RAW 874.877 31 KMEANS_RAW 363.184 21 9 Initial_RAW 22986.2 0 HMEANS_RAW 746.292 31 KMEANS_RAW 360.375 20 10 Initial_RAW 22867.1 0 HMEANS_RAW 876.472 31 KMEANS_RAW 357.707 15 11 Initial_RAW 23197.1 0 HMEANS_RAW 869.295 31 KMEANS_RAW 363.184 20 12 Initial_RAW 22996.8 0 HMEANS_RAW 876.472 31 KMEANS_RAW 357.707 15 13 Initial_RAW 22892.1 0 HMEANS_RAW 880.201 31 KMEANS_RAW 357.707 15 14 Initial_RAW 22923.6 0 HMEANS_RAW 880.201 31 KMEANS_RAW 357.707 15 15 Initial_RAW 23036.9 0 HMEANS_RAW 869.295 31 KMEANS_RAW 363.184 20 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 16 336.3322 363.1837 Energy table: Cluster Energy Size Energy /point Sqrt(E/Pt) 16 336.3322 1.3453 1.1599 CLUSTER_CENSUS Individual cluster population and energy Index Population Percentage Energy Percentage Min Max 1 3 1 24.9672 7 4 6 2 2 0 47.8883 14 126 127 3 18 7 23.1212 6 26 43 4 9 3 20.6130 6 17 25 5 5 2 19.1426 5 135 139 6 7 2 16.2314 4 140 146 7 10 4 11.5282 3 147 156 8 18 7 10.2478 3 157 174 9 82 32 20.8196 6 44 125 10 4 1 21.7438 6 7 10 11 4 1 28.3950 8 131 134 12 76 30 9.72303 2 175 250 13 6 2 24.4832 7 11 16 14 1 0 0.00000 0 1 1 15 3 1 37.1876 11 128 130 16 2 0 20.3743 6 2 3 ------ --- ------------ --- Total 250 100 336.466 100 1 250 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 7:52:45.120 PM