July 21 2005   8:56:56.384 AM
 
CVT_BASIS
  Arrange a set abstract data vectors into clusters.
 
  This NEW version of the code handles up to
    10 families of data.
 
  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 =    123456789
 
  It is time to read sets of solution files.
 
  We assume that a series of solution files exists,
  with "consecutive" names, like
    fred001.txt, fred002,txt, ...
  Just specify the FIRST name in the series, and
  the program will read them all.
 
  The program can read another series of data if
  you specify yet another first name, or you can
  type "none" when there are no more file series.
 
 
What is the first solution file (in the first series)?
 
What is the first solution file (in the NEXT series) or "NONE"?
 
  The number of initial solution files is      1
  The total number of solution files is     40
 
  The data is stored in an M by N matrix.
 
  The "spatial" dimension M is       41
  The number of data points N is     40
 
 
  Processing files starting with "/a/fs.csit.fsu.edu/u8/users/burkardt/public_html/datasets/burgers/burgers_01.txt".
 
  All the data has been read into POINT.
 
Enter lower and upper number of clusters
 DEBUG: CLUSTER_LO =            4  cluster_hi =            4
 
  The program will try to determine the minimum energy
  of a clustering, for cluster sizes in the range:
       4     4
 
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
 
Number of clusters allowed:      4
 
     1
Initial_RAW     113.007         0
HMEANS_RAW      18.5937         5
KMEANS_RAW      18.2895         3
 
     2
Initial_RAW     109.835         0
HMEANS_RAW      19.1858         6
KMEANS_RAW      18.2895         4
 
     3
Initial_RAW     115.153         0
HMEANS_RAW      19.1015         5
KMEANS_RAW      18.2895         4
 
     4
Initial_RAW     111.088         0
HMEANS_RAW      19.4095         5
KMEANS_RAW      18.2895         5
 
     5
Initial_RAW     106.743         0
HMEANS_RAW      18.4200         3
KMEANS_RAW      18.2895         3
 
     6
Initial_RAW     104.966         0
HMEANS_RAW      18.7710         5
KMEANS_RAW      18.2895         4
 
     7
Initial_RAW     118.548         0
HMEANS_RAW      18.2895         5
KMEANS_RAW      18.2895         1
 
     8
Initial_RAW     117.070         0
HMEANS_RAW      19.4095         5
KMEANS_RAW      18.2895         5
 
     9
Initial_RAW     113.143         0
HMEANS_RAW      20.4372         6
KMEANS_RAW      18.2895         5
 
    10
Initial_RAW     108.157         0
HMEANS_RAW      18.2895         5
KMEANS_RAW      18.2895         1
 
    11
Initial_RAW     119.759         0
HMEANS_RAW      18.7710         6
KMEANS_RAW      18.2895         4
 
    12
Initial_RAW     115.771         0
HMEANS_RAW      18.4059         5
KMEANS_RAW      18.2895         3
 
    13
Initial_RAW     103.447         0
HMEANS_RAW      18.6469         5
KMEANS_RAW      18.2895         4
 
    14
Initial_RAW     108.275         0
HMEANS_RAW      18.2895         5
KMEANS_RAW      18.2895         1
 
    15
Initial_RAW     106.220         0
HMEANS_RAW      19.1015         6
KMEANS_RAW      18.2895         4
 
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
 
      4       18.2895       18.2895
 
  Energy table:
 
Number
of                   Energy
Clusters  Energy     /point      Sqrt(E/Pt)
 
      4       18.2895        0.4572        0.6762
 
CLUSTER_CENSUS
  Individual cluster population and energy
 
  Index    Population   Percentage   Energy  Percentage  Min  Max
 
      1            13           32   5.17935         28   28   40
      2             8           20   5.17885         28    1    8
      3            10           25   4.10517         22   18   27
      4             9           22   3.82611         20    9   17
 
               ------          ---  ------------    ---
 
  Total            40          100   18.2895        100    1   40
 
CVT_BASIS_FLOW:
  Ready to write the cluster generators to files.
 
  Do you want comments in the header of the file?
  (These begin with the "#" character.) (Y/N)
 
  Enter Y or N:
 The output files will NOT include a commented header.
 
  Writing first file gen_001.txt
  Writing last file  gen_004.txt
 
CPU_TIME (seconds):
  CVT:           0.781200E-02
 
CVT_BASIS
  Normal end of execution.
 
July 21 2005   8:56:56.467 AM