=============================================== 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.3decOverlap.61===============================================--------------------------------------------------------Generation:   0  0 <- 10, 40  1 <- 12, 19  2 <- 4, 3  3 <- 4, 30  4 <- 6, 5  5 <- 59, 13  6 <-   7 <- 6, 8  8 <- 23, 6  9 <- 10, 8 10 <- 40, 57 11 <- 12, 10 12 <- 10, 3 13 <- 10, 6 14 <- 12, 13 15 <- 16, 14 16 <- 43, 40 17 <- 39, 34 18 <- 34, 29 19 <- 20, 18 20 <- 22, 21 21 <- 34, 56 22 <- 56, 5 23 <- 22, 24 24 <- 25, 26 25 <- 26, 10 26 <- 40, 51 27 <- 44, 28 28 <- 30, 12 29 <- 28, 30 30 <- 6, 40 31 <- 32, 30 32 <- 25, 51 33 <- 19, 3 34 <- 32, 26 35 <- 34, 36 36 <- 26, 38 37 <- 18, 36 38 <- 14, 0 39 <- 36, 4 40 <- 6 41 <- 45, 54 42 <- 24, 40 43 <- 36, 20 44 <- 29, 36 45 <- 44, 46 46 <- 37, 57 47 <- 5, 34 48 <- 49, 50 49 <- 59, 50 50 <- 27, 12 51 <- 59, 12 52 <- 50, 51 53 <- 54, 52 54 <- 56, 55 55 <- 29, 4 56 <- 52, 4 57 <- 40, 30 58 <- 50, 60 59 <- 13, 0 60 <- 20, 48--------------------------------------------------------Generation:   1  0 <- 2, 16  1 <- 2, 0  2 <- 4, 3  3 <- 4, 39  4 <- 6, 5  5 <- 39, 36  6 <- 44, 5  7 <- 6, 8  8 <- 6, 34  9 <- 10, 8 10 <- 12, 40 11 <- 12, 10 12 <- 14, 1 13 <- 14, 12 14 <- 38, 57 15 <- 37, 4 16 <- 18, 17 17 <- 42, 34 18 <- 37, 17 19 <- 20, 18 20 <- 22, 21 21 <- 36, 2 22 <- 44, 18 23 <- 22, 24 24 <- 25, 26 25 <- 7, 46 26 <- 40, 25 27 <- 12, 58 28 <- 30, 12 29 <- 28, 30 30 <- 32, 13 31 <- 32, 30 32 <- 34, 33 33 <- 19, 39 34 <- 35, 36 35 <-  36 <- 35, 43 37 <- 46, 8 38 <- 36, 37 39 <- 17, 34 40 <- 42, 41 41 <- 45, 54 42 <- 34, 36 43 <- 35 44 <- 42, 43 45 <- 44, 46 46 <- 44, 3 47 <- 16, 51 48 <- 47, 46 49 <- 48, 50 50 <- 52, 51 51 <- 39, 30 52 <- 54, 53 53 <- 54, 12 54 <- 56, 55 55 <- 29, 0 56 <- 38, 4 57 <- 56, 4 58 <- 50, 60 59 <- 49, 22 60 <- 59, 44--------------------------------------------------------Generation:   2  0 <- 2, 4  1 <- 2, 0  2 <- 4, 3  3 <- 4, 21  4 <- 6, 5  5 <- 6, 56  6 <- 44, 52  7 <- 6, 8  8 <- 6, 55  9 <- 10, 8 10 <- 12, 40 11 <- 12, 10 12 <- 1, 41 13 <- 12, 43 14 <- 12, 13 15 <- 4, 27 16 <- 18, 47 17 <- 16, 18 18 <-  19 <- 20, 18 20 <- 18 21 <- 58, 34 22 <- 20, 21 23 <- 22, 24 24 <- 25, 22 25 <- 2, 28 26 <- 25, 24 27 <- 1, 58 28 <- 12, 40 29 <- 28, 30 30 <- 28, 32 31 <- 32, 30 32 <- 43, 20 33 <- 19, 7 34 <- 32, 33 35 <- 34, 36 36 <- 34, 37 37 <- 18, 15 38 <- 36, 37 39 <- 2, 28 40 <- 42, 41 41 <- 45, 54 42 <- 43, 32 43 <- 19, 55 44 <- 42, 43 45 <- 44, 46 46 <- 44, 37 47 <- 48, 46 48 <- 46, 49 49 <- 50, 10 50 <- 52, 51 51 <- 39, 30 52 <- 54, 53 53 <- 54, 55 54 <- 56, 55 55 <- 20, 18 56 <- 32, 20 57 <- 56, 58 58 <- 53, 55 59 <- 49, 58 60 <- 58, 59--------------------------------------------------------Generation:   3  0 <- 2, 4  1 <- 2, 0  2 <- 4, 3  3 <- 4, 21  4 <- 6, 5  5 <- 6, 7  6 <-   7 <- 6, 8  8 <- 6, 33  9 <- 10, 8 10 <- 12, 40 11 <- 12, 10 12 <- 1, 41 13 <- 12, 14 14 <- 12, 60 15 <- 4, 58 16 <- 42, 58 17 <- 16, 18 18 <- 16, 40 19 <- 20, 18 20 <- 18, 21 21 <- 33, 58 22 <- 20, 21 23 <- 22, 24 24 <- 22, 26 25 <- 24, 26 26 <- 27, 0 27 <- 1, 58 28 <- 25, 27 29 <- 28, 30 30 <- 28, 32 31 <- 32, 30 32 <- 56, 12 33 <- 6 34 <- 32, 33 35 <- 34, 36 36 <- 38, 37 37 <- 18, 15 38 <- 37, 41 39 <- 2, 53 40 <- 42, 41 41 <- 7, 6 42 <- 32, 57 43 <- 32, 36 44 <- 42, 43 45 <- 44, 46 46 <- 44, 37 47 <- 46, 5 48 <- 46, 47 49 <- 50, 48 50 <- 52, 51 51 <- 39, 30 52 <- 54, 53 53 <- 54, 55 54 <- 56, 55 55 <- 56, 45 56 <- 5, 8 57 <- 56, 58 58 <- 56, 41 59 <- 49, 58 60 <- 58, 59--------------------------------------------------------Generation:   4  0 <- 2, 4  1 <- 2, 0  2 <- 4, 3  3 <- 21, 22  4 <- 6, 5  5 <- 6, 7  6 <- 29, 37  7 <- 6, 8  8 <- 6, 9  9 <- 3, 40 10 <- 12, 9 11 <- 12, 10 12 <- 1, 22 13 <- 12, 14 14 <- 12, 60 15 <- 4, 37 16 <-  17 <- 16, 18 18 <- 16, 20 19 <- 20, 18 20 <- 16 21 <- 20, 34 22 <- 20, 21 23 <- 22, 54 24 <- 22, 23 25 <- 24, 26 26 <- 24, 28 27 <- 28, 26 28 <- 19, 20 29 <- 28, 18 30 <- 28, 29 31 <- 30, 20 32 <- 30, 31 33 <- 31, 17 34 <- 32, 33 35 <- 34, 36 36 <- 38, 34 37 <- 36, 38 38 <- 34, 20 39 <- 2, 59 40 <- 18, 36 41 <- 12, 25 42 <- 40, 41 43 <- 44, 42 44 <- 46, 42 45 <- 44, 46 46 <- 48, 47 47 <- 48, 37 48 <- 37, 57 49 <- 50, 48 50 <- 52, 51 51 <- 39, 30 52 <- 54, 53 53 <- 54, 55 54 <- 56, 55 55 <- 56, 10 56 <- 36, 30 57 <- 56, 58 58 <- 11, 23 59 <- 58, 4 60 <- 58, 59--------------------------------------------------------Generation:   5  0 <- 2, 1  1 <- 2, 12  2 <- 55, 48  3 <- 2, 0  4 <- 2, 3  5 <- 4, 34  6 <- 4, 5  7 <- 6, 8  8 <- 6, 10  9 <- 10, 8 10 <- 12, 11 11 <- 12, 58 12 <-  13 <- 12, 50 14 <- 12, 13 15 <- 4, 37 16 <- 39, 53 17 <- 16, 18 18 <- 20, 16 19 <- 20, 18 20 <- 59, 48 21 <- 20, 46 22 <- 20, 21 23 <- 22, 54 24 <- 22, 23 25 <- 24, 26 26 <- 28, 27 27 <- 28, 24 28 <- 1, 16 29 <- 28, 18 30 <- 28, 29 31 <- 30, 20 32 <- 30, 31 33 <- 17, 39 34 <- 32, 33 35 <- 34, 36 36 <- 38, 37 37 <- 38, 46 38 <- 40, 39 39 <- 2, 11 40 <- 42, 41 41 <- 22, 0 42 <- 44, 43 43 <- 26, 3 44 <- 46, 43 45 <- 44, 46 46 <- 48, 47 47 <- 48, 49 48 <- 12 49 <- 50, 48 50 <- 52, 51 51 <- 39, 30 52 <- 54, 53 53 <- 54, 55 54 <- 56, 55 55 <- 12, 48 56 <- 57, 55 57 <- 4, 48 58 <- 57, 56 59 <- 58, 4 60 <- 58, 59--------------------------------------------------------Generation:   6  0 <- 2, 4  1 <- 2, 0  2 <- 4, 3  3 <- 4, 7  4 <- 6, 5  5 <- 6, 42  6 <- 7, 8  7 <- 40  8 <- 7, 41  9 <- 10, 8 10 <- 12, 8 11 <- 12, 10 12 <- 1, 6 13 <- 12, 15 14 <- 12, 13 15 <- 4, 37 16 <- 28, 11 17 <- 16, 18 18 <- 20, 16 19 <- 20, 18 20 <- 59, 53 21 <- 20, 46 22 <- 20, 21 23 <- 22, 54 24 <- 22, 23 25 <- 24, 26 26 <- 28, 27 27 <- 28, 24 28 <- 1, 59 29 <- 28, 18 30 <- 28, 29 31 <- 30, 20 32 <- 30, 31 33 <- 17, 6 34 <- 32, 33 35 <- 34, 36 36 <- 38, 37 37 <- 38, 46 38 <- 40, 39 39 <- 2, 51 40 <-  41 <- 7, 40 42 <- 40, 41 43 <- 42, 11 44 <- 42, 43 45 <- 44, 31 46 <- 44, 45 47 <- 46, 49 48 <- 46, 47 49 <- 50, 46 50 <- 52, 51 51 <- 30, 22 52 <- 54, 53 53 <- 54, 55 54 <- 40, 44 55 <- 54, 12 56 <- 54, 55 57 <- 58, 56 58 <- 56, 11 59 <- 58, 4 60 <- 58, 59--------------------------------------------------------Generation:   7  0 <- 2, 4  1 <- 2, 0  2 <- 21, 53  3 <- 2, 24  4 <- 2, 3  5 <- 4, 34  6 <- 4, 5  7 <- 6, 8  8 <- 6, 55  9 <- 10, 8 10 <- 12, 8 11 <- 12, 10 12 <- 14, 13 13 <- 14, 1 14 <- 50, 42 15 <- 4, 37 16 <-  17 <- 16, 18 18 <- 20, 16 19 <- 20, 18 20 <- 16, 28 21 <- 20, 46 22 <- 20, 21 23 <- 22, 54 24 <- 22, 23 25 <- 26, 24 26 <- 28, 27 27 <- 28, 24 28 <- 42, 16 29 <- 28, 18 30 <- 28, 29 31 <- 30, 20 32 <- 30, 31 33 <- 17, 26 34 <- 32, 33 35 <- 34, 36 36 <- 38, 37 37 <- 38, 46 38 <- 40, 39 39 <- 2, 51 40 <- 42, 41 41 <- 7, 42 42 <- 16 43 <- 42, 17 44 <- 42, 43 45 <- 44, 31 46 <- 44, 45 47 <- 46, 49 48 <- 46, 47 49 <- 50, 46 50 <- 46, 20 51 <- 50, 30 52 <- 50, 51 53 <- 52, 20 54 <- 52, 53 55 <- 54, 12 56 <- 54, 55 57 <- 58, 56 58 <- 56, 11 59 <- 58, 20 60 <- 58, 59--------------------------------------------------------Generation:   8  0 <- 2, 1  1 <- 2, 12  2 <- 21, 53  3 <- 2, 24  4 <- 2, 3  5 <- 4, 34  6 <- 4, 5  7 <- 6, 8  8 <- 6, 21  9 <- 10, 8 10 <- 12, 8 11 <- 12, 10 12 <- 14, 13 13 <- 14, 21 14 <- 16, 44 15 <- 4, 37 16 <-  17 <- 16, 18 18 <- 20, 16 19 <- 20, 18 20 <- 50, 16 21 <- 20, 46 22 <- 20, 21 23 <- 22, 47 24 <- 22, 23 25 <- 24, 28 26 <- 28, 25 27 <- 28, 26 28 <- 42, 14 29 <- 28, 18 30 <- 28, 29 31 <- 30, 20 32 <- 30, 31 33 <- 26, 17 34 <- 32, 33 35 <- 34, 36 36 <- 38, 37 37 <- 38, 46 38 <- 40, 39 39 <- 2, 9 40 <- 42, 41 41 <- 7, 42 42 <- 16 43 <- 42, 16 44 <- 42, 43 45 <- 44, 28 46 <- 44, 45 47 <- 46, 14 48 <- 46, 47 49 <- 50, 48 50 <- 48, 47 51 <- 50, 30 52 <- 50, 51 53 <- 52, 20 54 <- 52, 53 55 <- 54, 12 56 <- 54, 55 57 <- 58, 56 58 <- 56, 11 59 <- 58, 2 60 <- 58, 59--------------------------------------------------------Generation:   9  0 <- 2, 1  1 <- 2, 12  2 <- 39, 21  3 <- 2, 24  4 <- 2, 3  5 <- 4, 34  6 <- 4, 5  7 <- 6, 8  8 <- 6, 21  9 <- 10, 8 10 <- 12, 8 11 <- 12, 10 12 <- 14, 13 13 <- 14, 43 14 <- 16, 39 15 <- 4, 37 16 <-  17 <- 16, 18 18 <- 16, 22 19 <- 18, 20 20 <- 18, 22 21 <- 20, 22 22 <- 24, 23 23 <- 24, 46 24 <- 26, 16 25 <- 26, 24 26 <- 28, 27 27 <- 28, 39 28 <- 42, 14 29 <- 28, 18 30 <- 28, 29 31 <- 30, 20 32 <- 30, 31 33 <- 26, 32 34 <- 32, 33 35 <- 34, 36 36 <- 38, 37 37 <- 38, 40 38 <- 40, 39 39 <- 16 40 <- 42, 41 41 <- 42, 7 42 <- 16, 39 43 <- 42, 27 44 <- 42, 43 45 <- 44, 24 46 <- 44, 45 47 <- 48, 46 48 <- 46, 14 49 <- 48, 50 50 <- 48, 20 51 <- 50, 30 52 <- 50, 51 53 <- 52, 20 54 <- 52, 53 55 <- 54, 12 56 <- 54, 55 57 <- 56, 11 58 <- 57, 56 59 <- 58, 2 60 <- 58, 59--------------------------------------------------------Generation:  10  0 <- 2, 1  1 <- 2, 12  2 <- 39, 15  3 <- 2, 4  4 <- 2, 15  5 <- 4, 38  6 <- 4, 5  7 <- 6, 8  8 <- 6, 37  9 <- 8, 5 10 <- 9, 8 11 <- 12, 10 12 <- 10, 36 13 <- 12, 43 14 <- 12, 13 15 <-  16 <- 18, 14 17 <- 16, 18 18 <- 19, 20 19 <- 22, 57 20 <- 19, 22 21 <- 20, 22 22 <- 24, 23 23 <- 24, 46 24 <- 26, 4 25 <- 26, 24 26 <- 28, 27 27 <- 28, 38 28 <- 42, 56 29 <- 28, 18 30 <- 28, 29 31 <- 32, 30 32 <- 30, 20 33 <- 32, 26 34 <- 32, 33 35 <- 34, 36 36 <- 38, 37 37 <- 38, 4 38 <- 15 39 <- 38, 15 40 <- 38, 39 41 <- 40, 7 42 <- 40, 41 43 <- 42, 27 44 <- 42, 43 45 <- 44, 46 46 <- 44, 52 47 <- 48, 46 48 <- 46, 52 49 <- 50, 48 50 <- 52, 48 51 <- 50, 52 52 <- 53, 54 53 <- 54, 24 54 <- 56, 55 55 <- 12, 38 56 <- 55, 2 57 <- 56, 11 58 <- 57, 56 59 <- 58, 2 60 <- 58, 59--------------------------------------------------------Generation:  11  0 <- 2, 1  1 <- 2, 12  2 <- 3, 4  3 <- 4, 39  4 <- 6, 24  5 <- 4, 6  6 <- 8, 37  7 <- 6, 8  8 <- 9, 51  9 <- 48, 54 10 <- 9, 8 11 <- 12, 10 12 <- 10, 55 13 <- 14, 12 14 <- 12, 49 15 <- 4, 40 16 <- 18, 14 17 <- 16, 18 18 <- 19, 20 19 <-  20 <- 19 21 <- 20, 18 22 <- 20, 21 23 <- 24, 22 24 <- 22, 21 25 <- 26, 24 26 <- 28, 24 27 <- 28, 26 28 <- 42, 56 29 <- 28, 30 30 <- 28, 18 31 <- 32, 30 32 <- 30, 20 33 <- 32, 26 34 <- 32, 33 35 <- 34, 36 36 <- 40, 34 37 <- 36, 40 38 <- 36, 37 39 <- 38, 40 40 <- 42, 41 41 <- 42, 52 42 <- 44, 13 43 <- 42, 44 44 <- 45, 46 45 <- 46, 52 46 <- 22, 24 47 <- 48, 46 48 <- 46, 18 49 <- 48, 20 50 <- 49, 48 51 <- 50, 52 52 <- 53, 54 53 <- 54, 50 54 <- 55, 56 55 <- 56, 50 56 <- 50, 48 57 <- 56, 11 58 <- 57, 56 59 <- 58, 2 60 <- 58, 59--------------------------------------------------------Generation:  12  0 <- 1, 4  1 <- 4, 12  2 <- 0, 1  3 <- 2, 4  4 <- 5, 6  5 <- 6, 24  6 <- 8, 36  7 <- 6, 8  8 <- 55, 54  9 <- 8, 55 10 <- 9, 8 11 <- 12, 10 12 <- 10, 55 13 <- 14, 12 14 <- 12, 44 15 <- 4, 49 16 <- 18, 14 17 <- 16, 18 18 <- 19, 20 19 <- 20, 11 20 <- 22, 21 21 <- 57, 10 22 <- 21, 55 23 <- 22, 46 24 <- 23, 22 25 <- 24, 26 26 <- 28, 24 27 <- 28, 26 28 <- 29, 30 29 <- 30, 42 30 <- 32, 20 31 <- 32, 30 32 <- 34, 20 33 <- 34, 32 34 <- 35, 36 35 <- 17, 8 36 <- 35, 40 37 <- 36, 38 38 <- 36, 40 39 <- 38, 40 40 <- 42, 41 41 <- 42, 52 42 <- 43, 44 43 <- 44, 13 44 <- 45, 46 45 <- 46, 53 46 <- 22, 9 47 <- 46, 9 48 <- 47, 46 49 <- 50, 48 50 <- 51, 52 51 <- 52, 48 52 <- 53, 54 53 <- 54, 48 54 <- 56, 60 55 <- 54, 56 56 <- 58, 59 57 <- 58, 56 58 <- 60, 59 59 <-  60 <- 59--------------------------------------------------------Generation:  13  0 <- 1  1 <-   2 <- 0, 1  3 <- 2, 4  4 <- 6, 2  5 <- 4, 6  6 <- 2, 46  7 <- 8, 6  8 <- 6, 46  9 <- 8, 55 10 <- 9, 8 11 <- 12, 10 12 <- 10, 55 13 <- 14, 12 14 <- 12, 43 15 <- 4, 49 16 <- 18, 14 17 <- 16, 18 18 <- 19, 20 19 <- 20, 7 20 <- 21, 22 21 <- 22, 50 22 <- 24, 46 23 <- 24, 22 24 <- 25, 26 25 <- 26, 46 26 <- 28, 9 27 <- 28, 26 28 <- 29, 30 29 <- 30, 42 30 <- 32, 31 31 <- 42, 50 32 <- 31, 44 33 <- 34, 32 34 <- 32, 49 35 <- 34, 36 36 <- 40, 34 37 <- 36, 38 38 <- 36, 40 39 <- 38, 40 40 <- 41, 42 41 <- 42, 52 42 <- 43, 44 43 <- 44, 49 44 <- 45, 0 45 <- 0, 2 46 <- 44, 45 47 <- 46, 3 48 <- 47, 46 49 <- 48, 50 50 <- 52, 48 51 <- 50, 52 52 <- 53, 48 53 <- 8, 48 54 <- 52, 53 55 <- 56, 54 56 <- 54, 58 57 <- 58, 56 58 <- 59, 54 59 <- 54, 34 60 <- 58, 59--------------------------------------------------------Generation:  14  0 <- 1  1 <-   2 <- 0, 1  3 <- 2, 4  4 <- 6, 2  5 <- 4, 6  6 <- 2, 46  7 <- 8, 6  8 <- 6, 46  9 <- 10, 8 10 <- 8, 42 11 <- 12, 10 12 <- 10, 33 13 <- 14, 12 14 <- 12, 43 15 <- 4, 49 16 <- 18, 14 17 <- 16, 18 18 <- 20, 7 19 <- 18, 20 20 <- 21, 22 21 <- 22, 40 22 <- 26, 46 23 <- 24, 22 24 <- 22, 26 25 <- 24, 26 26 <- 28, 10 27 <- 28, 26 28 <- 29, 30 29 <- 30, 42 30 <- 42, 50 31 <- 30, 42 32 <- 31, 30 33 <- 32, 49 34 <- 33, 32 35 <- 34, 36 36 <- 38, 34 37 <- 36, 38 38 <- 40, 34 39 <- 38, 40 40 <- 41, 42 41 <- 42, 52 42 <- 43, 44 43 <- 44, 49 44 <- 45, 0 45 <- 0, 2 46 <- 44, 45 47 <- 48, 46 48 <- 46, 52 49 <- 50, 48 50 <- 52, 48 51 <- 50, 52 52 <- 8, 4 53 <- 52, 12 54 <- 53, 52 55 <- 56, 54 56 <- 54, 12 57 <- 58, 56 58 <- 56, 34 59 <- 60, 58 60 <- 58, 22--------------------------------------------------------Generation:  15  0 <- 2, 35  1 <- 0, 2  2 <- 4, 48  3 <- 2, 4  4 <- 6, 24  5 <- 4, 6  6 <- 46, 45  7 <- 8, 6  8 <- 6, 46  9 <- 10, 8 10 <- 8, 54 11 <- 12, 10 12 <- 10, 54 13 <- 14, 12 14 <- 12, 44 15 <- 4, 49 16 <- 18, 14 17 <- 16, 18 18 <- 19, 20 19 <- 20, 6 20 <- 21, 22 21 <- 22, 12 22 <- 26, 46 23 <- 24, 22 24 <- 22, 26 25 <- 24, 26 26 <- 28, 38 27 <- 28, 26 28 <- 30, 42 29 <- 28, 30 30 <- 31, 32 31 <- 32, 42 32 <- 42, 50 33 <- 32, 49 34 <- 33, 32 35 <- 34, 36 36 <- 34, 42 37 <- 36, 42 38 <- 37, 36 39 <- 38, 40 40 <- 42, 38 41 <- 40, 42 42 <- 43, 44 43 <- 44, 13 44 <-  45 <- 44 46 <- 45, 44 47 <- 48, 46 48 <- 46, 52 49 <- 50, 48 50 <- 52, 48 51 <- 50, 52 52 <- 8, 6 53 <- 52, 49 54 <- 53, 52 55 <- 56, 54 56 <- 54, 12