output.bipolar.90.model

PostsBayesian Optimization Algorithm with Decision Graphs in C++,

===============================================
 Simple Bayesian Optimization Algorithm in C++
 Version 1.0 (Released in March 1999)
 Copyright (c) 1999 Martin Pelikan
 Author: Martin Pelikan
-----------------------------------------------
 Parameter values from: input.bipolar.90
===============================================

--------------------------------------------------------
Generation:   0

  0 <- 21, 2, 80, 44, 68
  1 <- 72, 69, 71, 12, 53
  2 <- 70, 39, 41, 71, 67
  3 <- 30, 75, 83, 26, 79
  4 <- 12, 42, 9, 57, 71
  5 <- 1, 25, 63, 46, 57
  6 <- 62, 31, 79, 68, 29
  7 <- 11, 86, 31, 20, 87
  8 <- 6, 88, 33, 15, 79
  9 <- 20, 49, 33, 24, 73
 10 <- 49, 31, 22, 36, 73
 11 <- 
 12 <- 61, 23, 83, 84, 43
 13 <- 18, 89, 65, 39, 66
 14 <- 13, 59, 70, 24, 88
 15 <- 44, 79, 20, 11, 86
 16 <- 20, 49, 80, 18, 55
 17 <- 60, 75, 68, 24, 59
 18 <- 56, 42, 41, 31, 62
 19 <- 68, 4, 78, 66, 52
 20 <- 56, 70, 86, 40, 11
 21 <- 23, 59, 60, 11, 79
 22 <- 66, 87, 64, 12, 61
 23 <- 17, 11, 20, 41, 61
 24 <- 87, 49, 29, 6, 61
 25 <- 8, 7, 60, 75, 18
 26 <- 21, 46, 67, 56, 17
 27 <- 59, 85, 3, 68, 75
 28 <- 52, 89, 62, 40, 6
 29 <- 60, 40, 68, 87, 56
 30 <- 70, 7, 80, 85, 88
 31 <- 79, 70, 87, 20, 15
 32 <- 87, 26, 79, 86, 33
 33 <- 75, 49, 89, 21, 7
 34 <- 24, 33, 15, 12, 13
 35 <- 32, 33, 23, 18, 21
 36 <- 61, 55, 26, 31, 89
 37 <- 48, 73, 11, 35, 86
 38 <- 36, 23, 67, 59, 14
 39 <- 40, 29, 21, 64, 69
 40 <- 56, 11, 70, 86, 44
 41 <- 89, 42, 15, 70, 86
 42 <- 11, 20, 89, 31, 56
 43 <- 52, 46, 87, 80, 21
 44 <- 11
 45 <- 30, 46, 22, 43, 47
 46 <- 21, 67, 11, 33, 79
 47 <- 42, 2, 60, 87, 17
 48 <- 12, 39, 83, 71, 68
 49 <- 18, 79, 60, 6, 11
 50 <- 75, 11, 41, 48, 25
 51 <- 53, 38, 0, 12, 67
 52 <- 79, 53, 67, 49, 9
 53 <- 71, 23, 33, 59, 21
 54 <- 56, 78, 32, 57, 53
 55 <- 40, 72, 69, 32, 89
 56 <- 11, 44
 57 <- 43, 73, 22, 17, 37
 58 <- 85, 88, 54, 84, 20
 59 <- 89, 42, 56, 29, 68
 60 <- 61, 87, 62, 44, 40
 61 <- 75, 7, 44, 70, 42
 62 <- 70, 41, 89, 15, 42
 63 <- 40, 46, 83, 44, 89
 64 <- 61, 68, 79, 35, 46
 65 <- 73, 60, 66, 83, 85
 66 <- 71, 79, 31, 17, 32
 67 <- 42, 86, 31, 59, 79
 68 <- 62, 42, 60, 61, 41
 69 <- 66, 35, 24, 71, 17
 70 <- 11, 44, 56
 71 <- 68, 26, 56, 67, 6
 72 <- 68, 86, 42, 8, 54
 73 <- 20, 79, 11, 6, 2
 74 <- 30, 5, 21, 17, 26
 75 <- 56, 62, 87, 86, 42
 76 <- 21, 37, 41, 88, 23
 77 <- 72, 68, 42, 30, 47
 78 <- 2, 86, 8, 21, 60
 79 <- 11, 20, 40, 44, 56
 80 <- 66, 2, 7, 46, 33
 81 <- 74, 11, 78, 19, 45
 82 <- 79, 19, 37, 88, 57
 83 <- 62, 47, 80, 40, 56
 84 <- 79, 41, 24, 0, 20
 85 <- 56, 5, 87, 11, 52
 86 <- 70, 44, 11, 56
 87 <- 11, 20, 70, 40, 44
 88 <- 61, 28, 53, 4, 22
 89 <- 11, 20, 79, 44, 7
--------------------------------------------------------
Generation:   1

  0 <- 2, 44, 49, 35, 76
  1 <- 5, 12, 36, 51, 17
  2 <- 36, 77, 87, 83, 86
  3 <- 4, 83, 26, 52, 72
  4 <- 29
  5 <- 74, 25, 83, 35, 26
  6 <- 68, 41, 73, 31, 60
  7 <- 61, 11, 86, 87, 26
  8 <- 6, 0, 23, 25, 52
  9 <- 20, 83, 67, 18, 43
 10 <- 49, 31, 65, 7, 11
 11 <- 87, 81, 22, 74, 18
 12 <- 4, 61, 16, 57, 59
 13 <- 18, 89, 65, 26, 85
 14 <- 70, 13, 59, 24, 88
 15 <- 31, 87, 68, 73, 25
 16 <- 55, 38, 70, 80, 76
 17 <- 4, 31, 22, 83, 65
 18 <- 67, 4, 29, 22, 64
 19 <- 20, 18, 22, 23, 21
 20 <- 87, 67, 64, 31, 22
 21 <- 76, 56, 31, 54, 22
 22 <- 29, 4
 23 <- 38, 14, 3, 25, 56
 24 <- 29, 67, 59, 11, 57
 25 <- 72, 7, 82, 31, 11
 26 <- 67, 18, 43, 31, 17
 27 <- 59, 44, 3, 85, 13
 28 <- 52, 89, 41, 27, 12
 29 <- 
 30 <- 70, 7, 80, 74, 31
 31 <- 87, 29, 4, 18, 67
 32 <- 87, 10, 7, 16, 2
 33 <- 32, 52, 31, 53, 58
 34 <- 70, 73, 50, 24, 35
 35 <- 62, 40, 76, 30, 18
 36 <- 61, 55, 26, 31, 89
 37 <- 76, 30, 68, 20, 86
 38 <- 37, 81, 41, 67, 6
 39 <- 40, 21, 37, 12, 14
 40 <- 29, 11, 83, 80, 56
 41 <- 20, 4, 42, 15, 22
 42 <- 43, 72, 61, 77, 48
 43 <- 87, 67, 29, 68, 64
 44 <- 25, 26, 60, 70, 63
 45 <- 30, 46, 87, 36, 20
 46 <- 21, 26, 5, 58, 1
 47 <- 46, 45, 43, 70, 12
 48 <- 82, 60, 61, 4, 65
 49 <- 18, 6, 16, 55, 9
 50 <- 75, 41, 48, 25, 86
 51 <- 30, 62, 61, 88, 13
 52 <- 67, 49, 72, 64, 43
 53 <- 54, 51, 0, 49, 38
 54 <- 56, 78, 68, 30, 50
 55 <- 40, 72, 21, 7, 68
 56 <- 75, 58, 83, 70, 9
 57 <- 54, 44, 17, 56, 58
 58 <- 9, 64, 29, 18, 75
 59 <- 68, 85, 26, 84, 55
 60 <- 61, 65, 17, 11, 4
 61 <- 68, 64, 74, 40, 73
 62 <- 6, 87, 75, 49, 37
 63 <- 40, 85, 81, 62, 54
 64 <- 22, 87, 83, 67, 29
 65 <- 82, 43, 29, 83, 9
 66 <- 70, 32, 28, 35, 68
 67 <- 83, 4, 29, 22
 68 <- 64, 18, 87, 31, 83
 69 <- 66, 29, 24, 35, 17
 70 <- 65, 22, 68, 20, 18
 71 <- 68, 74, 6, 53, 23
 72 <- 77, 68, 30, 29, 82
 73 <- 20, 82, 65, 67, 78
 74 <- 22, 4, 26, 56, 29
 75 <- 20, 9, 67, 22, 83
 76 <- 73, 18, 78, 41, 48
 77 <- 86, 74, 58, 78, 56
 78 <- 26, 81, 11, 58, 67
 79 <- 82, 66, 88, 37, 54
 80 <- 83, 82, 78, 81, 56
 81 <- 74, 43, 9, 64, 65
 82 <- 31, 68, 20, 43, 29
 83 <- 22, 29, 4
 84 <- 86, 58, 77, 54, 17
 85 <- 58, 88, 87, 5, 30
 86 <- 70, 82, 40, 4, 67
 87 <- 29, 83, 22, 4, 67
 88 <- 86, 40, 84, 48, 10
 89 <- 62, 42, 59, 82, 11
--------------------------------------------------------
Generation:   2

  0 <- 2, 44, 49, 35, 76
  1 <- 12, 36, 51, 32, 35
  2 <- 70, 84, 20, 26, 31
  3 <- 38, 47, 35, 17, 81
  4 <- 3, 68, 66, 63, 58
  5 <- 1, 46, 53, 7, 69
  6 <- 68, 11, 17, 15, 81
  7 <- 11, 31, 2, 84, 81
  8 <- 6, 0, 25, 52, 23
  9 <- 70, 22, 26, 15, 20
 10 <- 6, 7, 9, 11, 8
 11 <- 74, 81, 20, 18, 22
 12 <- 4, 61, 16, 57, 59
 13 <- 18, 89, 80, 65, 12
 14 <- 70, 13, 59, 24, 88
 15 <- 31, 2, 22, 84, 20
 16 <- 80, 55, 70, 38, 76
 17 <- 15, 2, 26, 31, 75
 18 <- 35, 17, 38, 2, 42
 19 <- 20, 18, 23, 22, 21
 20 <- 22, 26, 38
 21 <- 39, 22, 34, 31, 29
 22 <- 
 23 <- 38, 13, 32, 42, 73
 24 <- 29, 49, 75, 53, 19
 25 <- 27, 72, 44, 38, 6
 26 <- 38, 22
 27 <- 59, 85, 13, 77, 31
 28 <- 65, 9, 38, 42, 66
 29 <- 72, 26, 42, 28, 65
 30 <- 70, 51, 62, 53, 12
 31 <- 38, 26, 70, 75, 84
 32 <- 66, 33, 28, 77, 75
 33 <- 31, 75, 49, 89, 79
 34 <- 70, 73, 35, 16, 22
 35 <- 9, 68, 17, 20, 38
 36 <- 38, 59, 20, 26, 11
 37 <- 38, 41, 61, 60, 15
 38 <- 22
 39 <- 37, 40, 44, 61, 3
 40 <- 29, 72, 66, 75, 6
 41 <- 42, 22, 15, 11, 40
 42 <- 84, 9, 56, 70, 35
 43 <- 47, 42, 72, 44, 14
 44 <- 56, 70, 20, 15, 72
 45 <- 30, 47, 23, 87, 17
 46 <- 47, 45, 43, 42, 44
 47 <- 70, 18, 2, 42, 59
 48 <- 49, 76, 78, 73, 56
 49 <- 18, 6, 16, 55, 9
 50 <- 75, 41, 48, 25, 86
 51 <- 53, 0, 38, 65, 48
 52 <- 67, 28, 89, 38, 43
 53 <- 49, 34, 57, 79, 80
 54 <- 57, 53, 56, 14, 31
 55 <- 68, 22, 56, 66, 40
 56 <- 31, 20, 26, 68, 38
 57 <- 55, 59, 15, 9, 20
 58 <- 57, 84, 56, 22, 87
 59 <- 68, 42, 31, 81, 18
 60 <- 44, 61, 48, 70, 74
 61 <- 51, 62, 36, 83, 55
 62 <- 89, 42, 70, 15, 32
 63 <- 40, 62, 49, 11, 9
 64 <- 61, 68, 43, 62, 89
 65 <- 36, 9, 66, 20, 84
 66 <- 70, 47, 22, 56, 3
 67 <- 69, 60, 37, 7, 72
 68 <- 70, 20, 22, 26, 15
 69 <- 66, 24, 29, 35, 17
 70 <- 22, 38, 20, 26
 71 <- 68, 74, 6, 46, 67
 72 <- 68, 31, 17, 59, 74
 73 <- 20, 82, 0, 42, 74
 74 <- 22, 26, 35, 9, 18
 75 <- 22, 20, 70, 26, 84
 76 <- 74, 2, 31, 9, 75
 77 <- 72, 74, 75, 73, 76
 78 <- 81, 26, 76, 57, 79
 79 <- 66, 56, 15, 20, 7
 80 <- 83, 40, 78, 81, 79
 81 <- 74, 9, 76, 38, 84
 82 <- 79, 80, 65, 56, 81
 83 <- 3, 26, 72, 7, 28
 84 <- 38, 20, 26, 70, 22
 85 <- 87, 5, 58, 88, 30
 86 <- 84, 38, 74, 78, 30
 87 <- 32, 2, 15, 31, 59
 88 <- 86, 84, 7, 63, 37
 89 <- 28, 82, 6, 72, 84
--------------------------------------------------------
Generation:   3

  0 <- 2, 1, 51, 48, 3
  1 <- 12, 36, 2, 78, 52
  2 <- 87, 56, 57, 26, 40
  3 <- 18, 60, 38, 87, 59
  4 <- 3, 12, 68, 66, 61
  5 <- 1, 46, 0, 4, 2
  6 <- 11, 68, 79, 88, 24
  7 <- 15, 79, 81, 31, 84
  8 <- 6, 0, 25, 70, 52
  9 <- 28, 70, 2, 45, 83
 10 <- 7, 11, 8, 6, 9
 11 <- 7, 63, 78, 2, 81
 12 <- 17, 13, 16, 15, 14
 13 <- 18, 89, 80, 65, 37
 14 <- 70, 13, 59, 24, 88
 15 <- 17, 2, 31, 87, 65
 16 <- 55, 70, 80, 38, 76
 17 <- 26, 24, 72, 84, 39
 18 <- 26, 59, 38, 56, 60
 19 <- 22, 21, 18, 8, 59
 20 <- 19, 73, 82, 84, 14
 21 <- 22, 29, 82, 59, 38
 22 <- 75, 70, 30, 6, 38
 23 <- 19, 38, 29, 18, 21
 24 <- 26, 38, 79, 41, 70
 25 <- 38, 72, 24, 31, 36
 26 <- 70, 87, 67, 59
 27 <- 25, 59, 85, 13, 77
 28 <- 25, 26, 24, 48, 38
 29 <- 26, 24, 27, 25, 28
 30 <- 70, 76, 34, 46, 87
 31 <- 72, 17, 63, 38, 3
 32 <- 33, 66, 28, 89, 75
 33 <- 31, 75, 49, 45, 60
 34 <- 70, 31, 60, 65, 38
 35 <- 31, 30, 34, 48, 39
 36 <- 38, 59, 3, 41, 46
 37 <- 38, 41, 39, 40, 36
 38 <- 67, 59, 26, 87, 63
 39 <- 87, 24, 41, 79, 56
 40 <- 39, 41, 63, 36, 38
 41 <- 63, 59, 67, 56, 38
 42 <- 45, 41, 15, 22, 69
 43 <- 52, 41, 82, 53, 37
 44 <- 25, 60, 70, 27, 12
 45 <- 30, 23, 17, 87, 57
 46 <- 39, 41, 24, 70, 67
 47 <- 46, 45, 43, 42, 44
 48 <- 84, 56, 38, 87, 63
 49 <- 18, 6, 48, 51, 53
 50 <- 75, 86, 41, 48, 25
 51 <- 30, 18, 48, 35, 37
 52 <- 67, 28, 38, 89, 57
 53 <- 34, 51, 54, 31, 76
 54 <- 56, 55, 59, 87, 84
 55 <- 56, 40, 25, 60, 26
 56 <- 26, 63, 70, 87, 59
 57 <- 54, 58, 56, 55, 59
 58 <- 84, 56, 59, 37, 73
 59 <- 87, 70
 60 <- 67, 84, 79, 38, 59
 61 <- 51, 60, 48, 65, 6
 62 <- 63, 89, 64, 43, 61
 63 <- 84, 87, 67, 59, 26
 64 <- 61, 4, 28, 63, 31
 65 <- 28, 60, 63, 37, 72
 66 <- 70, 79, 22, 56, 16
 67 <- 70, 59, 87
 68 <- 70, 3, 54, 72, 81
 69 <- 67, 66, 17, 24, 29
 70 <- 
 71 <- 68, 74, 85, 61, 63
 72 <- 70, 48, 37, 41, 18
 73 <- 34, 35, 53, 26, 25
 74 <- 26, 77, 11, 75, 38
 75 <- 73, 51, 82, 76, 83
 76 <- 72, 60, 63, 55, 17
 77 <- 72, 68, 30, 82, 83
 78 <- 81, 79, 82, 77, 57
 79 <- 87, 48, 59, 41, 70
 80 <- 83, 40, 81, 78, 82
 81 <- 79, 63, 24, 2, 73
 82 <- 79, 65, 68, 56, 7
 83 <- 3, 26, 72, 7, 28
 84 <- 87, 59, 26, 67, 70
 85 <- 87, 58, 5, 88, 30
 86 <- 84, 30, 38, 74, 78
 87 <- 70
 88 <- 86, 84, 63, 37, 78
 89 <- 82, 72, 28, 6, 84
--------------------------------------------------------
Generation:   4

  0 <- 2, 8, 25, 70, 52
  1 <- 12, 3, 2, 0, 4
  2 <- 22, 61
  3 <- 2, 75, 18, 38, 67
  4 <- 3, 12, 68, 66, 61
  5 <- 1, 46, 0, 4, 2
  6 <- 8, 11, 10, 7, 9
  7 <- 10, 11, 8, 15, 62
  8 <- 86, 29, 42, 81, 41
  9 <- 10, 28, 19, 77, 40
 10 <- 11, 81, 39, 29, 53
 11 <- 61, 48, 42, 15, 22
 12 <- 61, 86, 11, 2, 48
 13 <- 12, 14, 88, 15, 17
 14 <- 70, 18, 83, 28, 56
 15 <- 2, 22, 61
 16 <- 12, 55, 70, 63, 76
 17 <- 12, 15, 16, 14, 81
 18 <- 35, 59, 38, 42, 12
 19 <- 22, 38, 18, 29, 53
 20 <- 19, 74, 31, 22, 18
 21 <- 22, 19, 20, 18, 38
 22 <- 
 23 <- 18, 19, 21, 22, 20
 24 <- 29, 26, 28, 25, 46
 25 <- 28, 44, 70, 72, 2
 26 <- 29, 74, 35, 11, 28
 27 <- 85, 59, 13, 77, 25
 28 <- 41, 48, 86, 39, 22
 29 <- 22, 81, 61, 12, 11
 30 <- 70, 22, 6, 47, 45
 31 <- 35, 34, 33, 30, 32
 32 <- 33, 66, 87, 15, 39
 33 <- 26, 44, 60, 8, 37
 34 <- 70, 73, 35, 60, 30
 35 <- 22, 28, 38, 12, 29
 36 <- 38, 59, 14, 3, 41
 37 <- 38, 41, 39, 36, 40
 38 <- 28, 81, 11, 29, 8
 39 <- 86, 12, 29, 61, 67
 40 <- 39, 63, 38, 41, 36
 41 <- 39, 11, 42, 15, 22
 42 <- 15, 22, 61, 2
 43 <- 76, 62, 42, 61, 2
 44 <- 70, 39, 35, 54, 48
 45 <- 37, 40, 25, 42, 87
 46 <- 47, 45, 43, 42, 44
 47 <- 43, 45, 14, 33, 42
 48 <- 61, 15, 42, 2, 22
 49 <- 18, 48, 53, 51, 50
 50 <- 75, 41, 86, 48, 25
 51 <- 61, 48, 65, 57, 88
 52 <- 67, 53, 57, 6, 87
 53 <- 70, 48, 35, 11, 86
 54 <- 53, 42, 76, 61, 10
 55 <- 56, 40, 25, 87, 63
 56 <- 54, 42, 48, 74, 86
 57 <- 54, 59, 55, 56, 58
 58 <- 56, 84, 35, 18, 71
 59 <- 54, 75, 70, 48, 28
 60 <- 61, 44, 48, 72, 45
 61 <- 22
 62 <- 61, 70, 44, 2, 76
 63 <- 62, 81, 11, 2, 29
 64 <- 61, 63, 28, 4, 31
 65 <- 28, 60, 63, 61, 64
 66 <- 70, 86, 22, 55, 41
 67 <- 22, 61, 11, 15, 2
 68 <- 70, 69, 3, 54, 72
 69 <- 67, 66, 24, 17, 43
 70 <- 22, 38, 75, 28, 2
 71 <- 68, 74, 66, 32, 7
 72 <- 76, 70, 39, 48, 37
 73 <- 75, 77, 74, 72, 76
 74 <- 75, 11, 18, 10, 81
 75 <- 22, 67, 15, 2, 29
 76 <- 8, 81, 86, 28, 11
 77 <- 72, 68, 87, 74, 75
 78 <- 11, 81, 57, 71, 7
 79 <- 82, 78, 81, 65, 77
 80 <- 83, 82, 78, 81, 79
 81 <- 11, 67, 15, 2, 61
 82 <- 68, 7, 65, 56, 20
 83 <- 3, 26, 62, 2, 29
 84 <- 86, 30, 39, 61, 14
 85 <- 87, 88, 58, 30, 5
 86 <- 67, 42, 61, 48, 22
 87 <- 2, 15, 56, 54, 70
 88 <- 86, 84, 63, 37, 78
 89 <- 62, 64, 82, 11, 34
--------------------------------------------------------
Generation:   5

  0 <- 2, 8, 25, 52, 70
  1 <- 5, 0, 2, 3, 4
  2 <- 
  3 <- 4, 2, 83, 60, 68
  4 <- 80, 71, 52, 58, 50
  5 <- 2, 4, 0, 3, 12
  6 <- 8, 10, 9, 7, 60
  7 <- 35, 8, 36, 31, 67
  8 <- 22, 45, 61, 63, 89
  9 <- 10, 19, 28, 77, 40
 10 <- 7, 22, 79, 77, 74
 11 <- 6, 10, 7, 8, 9
 12 <- 17, 16, 14, 15, 4
 13 <- 14, 88, 12, 15, 17
 14 <- 70, 18, 83, 28, 56
 15 <- 17, 81, 2, 65, 88
 16 <- 70, 85, 63, 22, 43
 17 <- 81, 45, 85, 36, 16
 18 <- 49, 23, 19, 21, 20
 19 <- 23, 22, 38, 29, 51
 20 <- 19, 74, 69, 82, 6
 21 <- 22, 19, 23, 20, 38
 22 <- 63, 2, 67, 61, 38
 23 <- 38, 43, 89, 36, 7
 24 <- 29, 26, 28, 25, 27
 25 <- 28, 44, 70, 72, 2
 26 <- 29, 74, 28, 11, 35
 27 <- 85, 22, 54, 40, 8
 28 <- 65, 59, 67, 37, 79
 29 <- 22, 25, 8, 39, 36
 30 <- 70, 45, 22, 6, 47
 31 <- 2
 32 <- 33, 66, 39, 20, 2
 33 <- 31, 26, 39, 85, 78
 34 <- 31, 70, 29, 30, 35
 35 <- 31, 44, 42, 36, 83
 36 <- 38, 61, 31, 8, 45
 37 <- 38, 39, 41, 36, 40
 38 <- 2, 83, 31
 39 <- 2, 63, 67, 83, 44
 40 <- 39, 41, 36, 38, 63
 41 <- 36, 42, 45, 23, 35
 42 <- 43, 85, 22, 38, 45
 43 <- 2, 39, 61, 44, 31
 44 <- 2, 22, 83, 61, 67
 45 <- 22, 63, 39, 67, 83
 46 <- 47, 45, 43, 42, 44
 47 <- 43, 45, 42, 14, 33
 48 <- 51, 57, 52, 64, 33
 49 <- 48, 51, 50, 52, 70
 50 <- 75, 41, 86, 48, 25
 51 <- 61, 65, 57, 87, 40
 52 <- 67, 57, 41, 71, 24
 53 <- 49, 52, 51, 48, 50
 54 <- 85, 2, 88, 61, 84
 55 <- 56, 16, 70, 63, 22
 56 <- 54, 87, 2, 42, 27
 57 <- 54, 56, 58, 55, 59
 58 <- 85, 56, 88, 44, 74
 59 <- 54, 40, 8, 45, 81
 60 <- 61, 65, 28, 63, 64
 61 <- 67, 38, 2, 31, 83