June 20 2002 11:51:14.274 AM 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 = 6 For RUN_TYPE = 6, 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 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. 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 49824.9 0 HMEANS_RAW 1745.53 31 KMEANS_RAW 862.665 30 2 Initial_RAW 49318.9 0 HMEANS_RAW 1742.47 31 KMEANS_RAW 862.665 30 3 Initial_RAW 49634.3 0 HMEANS_RAW 1728.44 31 KMEANS_RAW 862.665 30 4 Initial_RAW 49571.4 0 HMEANS_RAW 1788.22 31 KMEANS_RAW 860.386 21 5 Initial_RAW 49818.1 0 HMEANS_RAW 1783.59 31 KMEANS_RAW 860.386 21 6 Initial_RAW 49813.5 0 HMEANS_RAW 1763.20 31 KMEANS_RAW 862.665 30 7 Initial_RAW 49433.1 0 HMEANS_RAW 1784.03 31 KMEANS_RAW 860.386 21 8 Initial_RAW 49376.0 0 HMEANS_RAW 1796.09 31 KMEANS_RAW 860.386 22 9 Initial_RAW 49370.0 0 HMEANS_RAW 1777.12 31 KMEANS_RAW 860.386 21 10 Initial_RAW 49905.8 0 HMEANS_RAW 1731.15 31 KMEANS_RAW 862.665 30 11 Initial_RAW 49296.9 0 HMEANS_RAW 1783.52 31 KMEANS_RAW 860.386 21 12 Initial_RAW 49308.2 0 HMEANS_RAW 1783.93 31 KMEANS_RAW 860.386 21 13 Initial_RAW 49569.0 0 HMEANS_RAW 1751.85 31 KMEANS_RAW 862.665 30 14 Initial_RAW 49868.9 0 HMEANS_RAW 1749.34 31 KMEANS_RAW 862.665 30 15 Initial_RAW 49545.7 0 HMEANS_RAW 1780.93 31 KMEANS_RAW 860.386 21 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 16 860.3856 862.6649 Energy table: Cluster Energy Size Energy /point Sqrt(E/Pt) 16 860.3856 1.7208 1.3118 CLUSTER_CENSUS Individual cluster population and energy Index Population Percentage Energy Percentage Min Max 1 9 1 53.3355 6 266 274 2 12 2 35.0141 4 275 286 3 7 1 73.7821 8 8 14 4 19 3 34.9445 4 287 305 5 174 34 78.2521 9 77 250 6 36 7 33.6724 3 306 341 7 35 7 86.6998 9 42 76 8 5 1 77.3264 8 254 258 9 7 1 62.1548 7 259 265 10 3 0 96.3627 11 251 253 11 159 31 30.4810 3 342 500 12 10 2 66.4896 7 15 24 13 1 0 0.00000 0 1 1 14 2 0 15.6593 1 2 3 15 17 3 80.0414 9 25 41 16 4 0 44.2584 5 4 7 ------ --- ------------ --- Total 500 100 868.474 100 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 12:47:40.390 PM