program main !*****************************************************************************80 ! !! asa058_test() tests asa058(). ! ! Licensing: ! ! This code is distributed under the MIT license. ! ! Modified: ! ! 27 August 2021 ! ! Author: ! ! John Burkardt ! implicit none call timestamp ( ) write ( *, '(a)' ) ' ' write ( *, '(a)' ) 'asa058_test():' write ( *, '(a)' ) ' FORTRAN90 version' write ( *, '(a)' ) ' Test asa058().' call test01 ( ) ! ! Terminate. ! write ( *, '(a)' ) ' ' write ( *, '(a)' ) 'asa058_test():' write ( *, '(a)' ) ' Normal end of execution.' write ( *, '(a)' ) ' ' call timestamp ( ) stop 0 end subroutine test01 ( ) !*****************************************************************************80 ! !! test01() tests clustr(). ! ! Licensing: ! ! This code is distributed under the MIT license. ! ! Modified: ! ! 27 August 2021 ! ! Author: ! ! John Burkardt ! implicit none integer, parameter :: rk = kind ( 1.0D+00 ) integer, parameter :: k = 5 integer, parameter :: m = 2 integer, parameter :: n = 100 integer b(n) real ( kind = rk ) d(k,m) real ( kind = rk ) dev(k) real ( kind = rk ) dev_sum integer e(k) integer e_sum real ( kind = rk ) f(n) integer i integer j integer k2 integer nz real ( kind = rk ) x(n,m) write ( *, '(a)' ) ' ' write ( *, '(a)' ) 'test01():' write ( *, '(a)' ) ' clustr() uses K-means for clustering data.' write ( *, '(a)' ) ' Applied Statistics Algorithm 58' ! ! Read the data. ! write ( *, '(a)' ) ' ' write ( *, '(a)' ) ' Reading the data.' open ( unit = 1, file = 'points_100.txt', status = 'old' ) do i = 1, n read ( 1, * ) ( x(i,j), j = 1, m ) end do close ( unit = 1 ) ! ! Print a few data values. ! write ( *, '(a)' ) ' ' write ( *, '(a)' ) ' First 5 data values:' write ( *, '(a)' ) ' ' do i = 1, 5 write ( *, '(2x,i8,2x,g14.6,2x,g14.6)' ) i, ( x(i,j), j = 1, m ) end do ! ! Initialize the cluster centers arbitrarily. ! d(1:k,1:m) = x(1:k,1:m) ! ! Compute the clusters. ! nz = 1 k2 = k call clustr ( x, d, dev, b, f, e, n, m, k, nz, k2 ) write ( *, '(a)' ) ' ' write ( *, '(a)' ) ' Cluster Population Energy' write ( *, '(a)' ) ' ' do i = 1, k write ( *, '(2x,i8,2x,i8,2x,g14.6)' ) i, e(i), dev(i) end do e_sum = sum ( e(1:k) ) dev_sum = sum ( dev(1:k) ) write ( *, '(a)' ) ' ' write ( *, '(2x,a8,2x,i8,2x,g14.6)' ) ' Total', e_sum, dev_sum return end subroutine timestamp ( ) !*****************************************************************************80 ! !! timestamp() prints the current YMDHMS date as a time stamp. ! ! Example: ! ! 31 May 2001 9:45:54.872 AM ! ! Licensing: ! ! This code is distributed under the MIT license. ! ! Modified: ! ! 27 August 2021 ! ! Author: ! ! John Burkardt ! implicit none character ( len = 8 ) ampm integer d integer h integer m integer mm character ( len = 9 ), parameter, dimension(12) :: month = (/ & 'January ', 'February ', 'March ', 'April ', & 'May ', 'June ', 'July ', 'August ', & 'September', 'October ', 'November ', 'December ' /) integer n integer s integer values(8) integer y call date_and_time ( values = values ) y = values(1) m = values(2) d = values(3) h = values(5) n = values(6) s = values(7) mm = values(8) if ( h < 12 ) then ampm = 'AM' else if ( h == 12 ) then if ( n == 0 .and. s == 0 ) then ampm = 'Noon' else ampm = 'PM' end if else h = h - 12 if ( h < 12 ) then ampm = 'PM' else if ( h == 12 ) then if ( n == 0 .and. s == 0 ) then ampm = 'Midnight' else ampm = 'AM' end if end if end if write ( *, '(i2,1x,a,1x,i4,2x,i2,a1,i2.2,a1,i2.2,a1,i3.3,1x,a)' ) & d, trim ( month(m) ), y, h, ':', n, ':', s, '.', mm, trim ( ampm ) return end