test2.txt

基于蚁群算法和支持向量机的最优子集提取 蚁群算法采用蚁群系统!

 33,100,  2, 54,  0,  5, 62,  0,100, 42, 91, 92, 32, 95,  4, 49, 0
 51,100, 85, 98,100, 80, 67, 67, 59, 43, 67, 17, 37,  1,  0,  0, 3
 21, 65,  9, 25, 40,  0, 79, 25,100, 61, 87, 98, 40,100,  0, 80, 0
 77,100, 28, 90,  0, 50, 15, 10, 72,  0,100, 33, 48, 45, 21, 11, 6
100,100, 64, 98, 36, 99, 34, 68, 59, 60, 62, 36, 32, 17,  0,  0, 5
  0,100, 59, 97, 81, 66, 63, 32, 44,  0,  3, 25, 37, 34,100, 39, 7
 18, 72, 25,100, 24, 70, 22, 34, 17,  0,  0,  2, 51,  2,100,  2, 1
100, 93, 74,100, 30, 74,  0, 44,  2, 10, 57,  0, 96, 23, 44, 33, 6
 28, 77, 40,100, 49, 67, 29, 32,  0, 18, 32, 14, 66,  0,100, 18, 2
100, 75, 62, 62, 54, 95, 93,100, 98, 63, 81, 28, 46,  0,  0,  1, 9
 87, 67, 66,100,  0, 79, 49, 45,100, 10, 40,  0, 37, 40, 81, 78, 8
  0, 55, 20, 68, 65, 88,100,100, 76, 75, 51, 50, 28, 25, 11,  0, 1
 19, 90,  2, 64, 15, 24, 62,  0,100, 30, 97, 71, 55,100,  0, 92, 0
  0, 94, 60,100, 98, 75, 93, 40, 76,  6, 48,  0, 34, 23,100, 24, 7
100,100, 70, 89, 57, 74, 43, 59, 35, 45, 17, 29,  9, 14,  0,  0, 1
 86, 70, 51,100,  0, 76, 78, 41,100,  0,  0, 13, 40, 54, 98, 80, 8
100,100, 56, 89, 22, 59,  0, 26, 24,  0, 77, 11, 77, 39, 22, 36, 6
  0, 92, 44,100, 71, 83, 56, 59,100, 47, 89, 19, 50,  0,  3,  1, 3
 29, 97, 59,100, 46, 72, 14, 58,  0, 43, 32, 27, 64,  9,100,  0, 2
 19, 78, 40,100, 54, 75, 31, 45,  0, 19, 26,  9, 62,  0,100, 13, 2
 12, 87,  0, 77, 35, 97,100,100, 98, 78, 81, 43, 73,  6, 72,  0, 7
 81, 85, 34,100, 40, 66, 60, 30, 26,  0,  0, 22, 47, 51,100, 78, 8
 13, 91, 18, 54, 66, 40, 37,  0,  5, 29,  0, 81, 44, 99,100,100, 5
 25,100, 16, 73,  0, 44, 57, 40,100, 54, 88, 58, 65, 29, 51,  0, 4
 23,100,  0, 81, 25, 48,100, 44, 96, 80, 85, 68, 76, 28, 65,  0, 4
 73,100, 23, 90, 70, 82, 77, 95, 91, 60,100, 24, 60,  0,  0,  2, 9
 82, 88, 35,100,  0, 69, 48, 36, 79,  0, 24, 15, 50, 54,100, 86, 8
 64, 65,100,100, 41, 85, 67, 42, 64,  0,  0, 16, 20, 59, 81, 74, 8
  0, 54, 47, 78, 69,100, 53, 68, 33, 35,  0,  6, 31,  0,100,  7, 1
 34, 99,  9, 67, 52, 42, 35,  0,  0,  4, 19, 62, 52, 97,100,100, 5
 48, 73, 27, 86,  0, 48,  7,  5, 53,  0, 91, 27,100, 71, 66,100, 0
  0, 74, 19, 98, 60,100, 46, 66, 22, 34, 15,  0, 59,  0,100, 11, 2
 41, 93, 88,100, 86, 75, 47, 53,  0, 38,  5, 25, 50, 10,100,  0, 2
  0, 98, 49,100, 64, 89, 47, 44, 42,  0,  8, 37, 48, 49,100, 51, 7
  0,100, 81,100, 68, 62, 34, 26, 24,  0, 92, 28,100, 50,  5, 46, 7
  2, 88, 37, 76, 87,100,  0, 93, 48, 81, 95, 70, 87, 34,100,  0, 9
 77, 96, 27,100,  0, 67,  3, 27, 42,  0, 89, 12,100, 52, 88, 90, 0
100,100, 60, 90, 32, 70, 11, 48,  0, 23, 16,  0, 44, 12,  8,  6, 6
 28, 69, 43,100, 77, 86, 60, 45, 29,  9,  0,  1, 52,  0,100,  6, 2
  0, 87, 42,100,100, 94, 87, 73, 67, 53, 64, 32, 69, 11, 22,  0, 3
 86,100, 38, 76,  8, 48,  0, 20, 50,  0,100, 18, 74, 45,  8, 57, 6
100, 95, 78,100, 28, 72,  0, 39,  1,  4, 71,  0, 88, 32, 11, 41, 6
100,100, 74, 90, 28, 68,  0, 44, 77, 46, 72, 48, 37, 23,  9,  0, 4
 96,100, 51, 76, 17, 50,  0, 20, 41,  0,100, 16, 73, 39,  4, 33, 6
  0, 86, 52,100,100, 80, 99, 36, 65,  0, 26,  3, 34, 38, 90, 49, 7
 73,100, 24, 85,  0, 39, 22,  0, 70, 20,100, 62, 78, 99, 31, 76, 0
  1, 77, 80, 74, 75,100,  0, 84, 38, 66,100, 76, 87, 38, 88,  0, 9
 23, 63,  0, 84, 47,100, 98, 90,100, 66, 81, 43, 51, 21, 19,  0, 9
 17, 82, 50,100, 86, 86, 56, 57, 97, 46,100, 17, 51,  0,  0,  6, 3
100,100, 64, 78, 33, 56, 13, 32,  3,  8, 54,  0, 54, 17,  0,  9, 6
 65,100, 33, 80, 12, 57,  0, 35,  6, 12, 52,  0,100, 13, 58, 19, 6
100, 93, 38,100, 21, 67, 85, 34, 62,  0,  0, 20, 50, 57, 88, 93, 8
 14, 96, 87,100, 21, 96, 22, 58, 70, 65,100, 28, 54,  0,  0, 17, 5
 16, 86, 44,100, 35, 59, 12, 25,  0,  4, 33,  3, 66,  1,100,  0, 2
100,100, 83, 96, 67, 80, 50, 64, 37, 48, 20, 32,  7, 16,  0,  0, 1
  0, 89, 29,100, 66, 87, 70, 66, 84, 46,100, 26, 75,  8, 25,  0, 3
 84, 96,  0,100, 28, 66,100, 36, 68,  0,  2, 21, 46, 60, 88, 95, 8
 10, 68, 35,100, 59, 72, 37, 30,  0,  3, 15, 14, 58,  2,100,  0, 2
 24,100, 31, 56, 45, 16, 16,  0,  0, 43, 15, 81, 57, 87,100, 88, 5
 16, 86,  0, 43, 25,  1, 68,  0,100, 35, 90, 85, 50,100, 13, 75, 0
 53, 85, 60,100, 57, 67, 32, 39,  0, 15, 29,  5, 69,  0,100, 24, 2
 94,100, 50, 77, 17, 49,  5, 16, 50,  0,100, 14, 57, 31,  0, 24, 6
 71, 98, 76,100, 39, 75,  0, 51, 39, 36,100, 49, 76, 26, 86,  0, 4
  0, 84, 54,100,100, 79, 95, 42, 69,  8, 29,  0, 28, 26, 90, 30, 7
 46,100, 38, 76,  0, 48, 47, 48,100, 67, 91, 64, 70, 31, 44,  0, 4
 95, 75, 42,100, 14, 74, 80, 39, 73,  0,  0, 20, 47, 59,100, 84, 8
 38,100,  6, 73,  0, 41, 71, 37,100, 67, 80, 63, 49, 32, 21,  0, 4
100,100, 58, 80, 26, 58,  0, 35,  0, 11, 61,  0, 74, 12, 16,  6, 6
  0, 82, 46, 75, 97,100, 27, 97, 45, 81,100, 79, 88, 39, 78,  0, 9
 57, 93, 18, 71,  0, 34, 19,  0, 64,  4, 96, 34,100, 73, 69,100, 0
 88, 83, 71,100, 44, 78, 86, 77,100, 64, 87, 21, 46,  1,  0,  0, 9
 96, 36, 83, 81, 42,100,  9, 65,  0, 20, 42,  0, 88, 20,100, 62, 0
  0, 91, 27,100, 31, 62, 16, 26, 10,  0, 40,  3, 70,  7,100,  8, 2
 27, 94,  1, 60,  0, 20, 38,  0, 81, 16,100, 53, 92, 93, 51,100, 0
 97, 82, 68,100, 42, 69, 44, 32, 23,  0,  0, 24, 42, 49,100, 61, 8
 10,100,  0, 77, 30, 60, 73, 55,100, 71, 77, 53, 64, 27, 57,  0, 4
  0, 62, 47, 88, 67,100, 63, 65, 59, 29, 46,  2, 34,  0,100,  0, 1
100,100, 58, 91, 24, 69,  2, 42,  0, 12, 39,  0, 49, 26,  4, 37, 6
  7, 98, 58,100, 90, 70, 71, 27, 41,  0,  0, 27, 50, 37,100, 35, 7
 79, 89,100,100, 79, 83, 57, 67, 36, 50, 18, 34,  7, 17,  0,  0, 1
 12, 64, 57, 46, 46,  0,  0,  3, 44, 41,100, 74, 90,100, 25, 79, 8
  0, 53, 34, 82, 45,100, 43, 65, 50, 30, 40,  0, 37,  2,100,  7, 1
 11, 64, 23,100, 52, 84, 34, 45,  5, 10,  0,  0, 50,  3,100,  5, 2
 95, 79, 73,100, 61, 72, 98, 95,100, 55, 84, 16, 36,  0,  0,  1, 9
  0, 50, 32, 76, 60,100, 63, 64, 62, 29, 30,  6, 40,  1,100,  0, 1
  0, 95, 54,100, 66, 90, 55, 46, 51,  0, 18, 16, 45, 27,100, 29, 7
  0, 75, 15,100, 47, 99, 42, 69, 31, 39, 30,  9, 63,  0,100,  1, 2
  9, 74, 32,100, 63, 84, 48, 48, 12, 19,  0, 13, 49,  4,100,  0, 2
 62, 81, 22, 80,  0, 38, 23,  0, 71,  4,100, 43, 84, 88, 40,100, 0
 21, 66,  0, 28, 27,  0, 77, 14,100, 49, 88, 88, 40,100,  6, 70, 0
  0, 89, 58,100, 88, 87, 60, 44, 32,  0, 22,  3, 39, 33,100, 40, 7
  2, 91,  0, 56, 28, 21, 43,  0, 39, 33, 76, 65,100,100, 37, 96, 8
 26, 83, 72,100, 84, 69, 56, 45,100, 47, 87, 15, 36,  0,  0, 24, 3
  4, 63, 28,100, 35, 82, 28, 37,  0,  6,  2, 10, 51,  7,100,  0, 1
 24, 78, 56,100, 96, 83, 77, 53,100, 39, 97, 10, 46,  0,  0, 18, 3
  0, 99, 54,100, 78, 72, 73, 39, 71,  6, 48,  0, 45, 14,100, 16, 7
 25,100,  1, 63,  0, 21, 41,  0, 87, 16,100, 57, 74, 93, 25, 89, 0
  2, 76, 35,100, 76, 86, 57, 52, 18, 26,  0, 14, 51, 11,100,  0, 2
 36, 84, 81,100, 97, 70, 52, 46, 96, 33,100,  5, 45,  0,  0, 18, 3
 77, 93, 35, 77, 83, 37, 72,  0,  0, 18, 37, 60,100, 94, 75,100, 8
  4, 87, 64, 61, 56, 21,  0,  0, 47, 36,100, 70, 99,100, 19, 78, 8
 22, 95, 97,100,100, 98, 18, 95, 32, 70,100, 47, 72,  0,  0, 16, 5
100,100, 77, 87, 57, 72, 40, 58, 26, 45, 14, 30,  3, 14,  0,  0, 1
 21, 90, 68,100, 69, 67, 56, 47,100, 37, 80,  3, 31,  0,  0, 28, 3
 29, 94, 91,100, 60, 92, 34, 70, 72, 65,100, 31, 60,  0,  0, 13, 5
 28, 86, 38, 57, 91, 37, 57,  1,  0,  0,  8, 62, 42, 98,100,100, 5
100,100, 64, 81, 35, 60, 13, 37,  0, 14, 31,  0, 53, 21,  5, 24, 6
 59, 93, 14, 69,  0, 33, 24,  0, 78, 12,100, 47, 85, 83, 36,100, 0
 43,100,  0, 73,  6, 44, 90, 41,100, 54, 56, 68, 52, 34, 62,  0, 4
 49,100, 16, 85,  0, 64, 20, 47, 88, 51,100, 43, 84, 22, 71,  0, 4
  0, 96, 43,100, 76, 92, 54, 48, 36,  0, 21, 13, 56, 32,100, 36, 7
100,100, 51, 81, 18, 54,  0, 24, 29,  0, 89, 11, 84, 36, 23, 28, 6
 30, 73, 81, 71, 82,100, 33, 91, 81, 68,100, 35, 55,  9,  0,  0, 9
 35,100, 27, 68,  0, 37, 65, 42,100, 60,100, 66, 96, 32, 96,  0, 4
100,100, 57, 85, 20, 57,  0, 27, 26,  0, 90,  8, 81, 34, 14, 36, 6
 84,100, 55, 81, 32, 58, 20, 33, 30,  9,100,  6, 52, 13,  0,  0, 6
 17, 86, 68,100, 71, 70, 57, 60,100, 41, 91,  7, 35,  0,  0, 19, 3
 99, 89, 26,100, 27, 68, 83, 32, 40,  0,  0, 27, 63, 61,100, 91, 8
  0, 70, 18, 97, 76,100, 92, 74, 66, 36, 54,  0,100, 26, 58, 33, 7
  7, 67, 62, 39,100,  8, 38,  0, 24, 33, 57, 67, 74,100,  0, 91, 8
 72,100,  1, 75,  0, 42,100, 38, 99, 66, 65, 83, 61, 42, 64,  0, 4
 31, 56,100, 80, 48,100,  0, 67, 61, 52, 98, 71, 63, 33, 24,  0, 9
 49, 80, 46, 69, 65, 27, 30,  0,  0, 33, 49, 67,100,100, 27, 99, 8
  0, 89, 33,100, 49, 54, 39,  6, 16,  0, 10, 36, 55, 35,100, 31, 7
  6, 75, 36, 97, 92,100, 69, 75, 66, 51,100, 30, 54, 12,  0,  0, 3
 70, 97, 16, 84,  0, 49, 12, 14, 62,  0, 95, 29,100, 65, 92,100, 0
 32,100, 86, 86,100, 56, 81, 27, 46,  0,  0, 17, 38, 34, 98, 47, 7
 48, 84, 99,100,100, 94, 53, 74, 48, 44, 90, 26, 55,  0,  0,  1, 5
 11,100,  8, 63, 44, 36, 37,  0,  0, 21,  1, 59, 46, 84,100, 91, 5
  0, 92, 28,100, 67, 74, 70, 35, 48,  0,  5, 24, 45, 34,100, 34, 7
  0, 97, 51,100, 65, 88, 46, 44, 42,  0,  9, 29, 40, 34,100, 40, 7
 39, 88,  0, 66, 68, 60, 68, 15,  8,  0, 19, 47, 31, 95,100,100, 5
100, 81, 54,100,  0, 72, 43, 36, 66,  0, 26, 24, 67, 61, 95, 91, 8
100,100, 55, 89, 17, 61,  0, 29, 28,  0, 94,  6, 94, 33, 26, 34, 6
 14, 85, 54,100,100, 96, 72, 72, 87, 41, 92, 10, 47,  0,  0,  3, 3
 17,100, 21, 85,  0, 53, 45, 47, 96, 57, 92, 61, 98, 28,100,  0, 4
  0, 95, 41,100, 59, 67, 51, 27, 40,  0, 12, 32, 52, 47,100, 55, 7
 25, 70, 40,100, 68, 81, 47, 46, 18, 14,  0,  0, 53,  3,100, 12, 2
 41,100, 58, 60, 70, 19,  1,  0,  0, 35, 60, 65,100, 95, 25, 84, 8
 67,100, 27, 73,  4, 41,  6,  6, 60,  0,100, 24, 52, 37,  0, 22, 6
 53, 92,100,100, 66, 94, 40, 66, 49, 39, 87, 18, 48,  0,  0,  4, 5
 81, 80, 53,100, 43, 73, 87, 88,100, 59, 88, 16, 46,  0,  0,  0, 9
  0, 86, 42,100, 84, 84, 83, 42, 78,  0, 45, 15, 49, 41,100, 48, 7
  0, 88, 45,100, 81, 79, 80, 43, 72,  7, 58,  0, 47, 23,100, 24, 7
 56, 97, 24, 69,100, 58, 96, 17, 25,  0,  5, 42,  0, 85, 75,100, 5
 30,100, 21, 86,  0, 58, 32, 36, 80, 43,100, 61, 91, 30, 89,  0, 4
 31,100,  2, 56, 12,  3, 60,  0,100, 35, 91, 85, 42, 90,  0, 60, 0
 41, 93, 32, 64, 32, 23,  0,  0,  0, 32, 51, 56,100, 82, 58,100, 8
  4, 64, 27,100, 31, 83, 26, 39,  0,  8,  5,  3, 52,  2,100,  0, 1
  0, 74, 68, 69, 90,100, 13, 91, 42, 70,100, 77, 83, 39, 79,  0, 9
  0,100, 46, 98, 95, 82, 95, 41, 84,  0, 49,  9, 45, 22,100, 28, 7
 47,100, 31, 76,  0, 45, 63, 50,100, 64, 92, 61, 94, 28, 96,  0, 4
 14, 90, 65,100,100, 84, 57, 65, 71, 53, 91, 26, 56,  3,  0,  0, 3
  0, 91, 25, 63, 86, 33, 75,  0, 14, 11, 53, 43,100, 75, 75,100, 8
 53,100, 16, 78,  0, 47, 59, 38,100, 63, 86, 58, 58, 29, 29,  0, 4
 24, 61, 45,100, 90, 99, 68, 54, 29, 17,  0, 14, 51,  0,100,  5, 2
 20, 82, 71,100,100, 96, 41, 87, 10, 71, 62, 48, 54,  0,  0,  0, 5
100, 91, 75,100, 47, 79, 39, 45, 73, 40, 78, 13, 41,  0,  0,  0, 5
 18, 75, 51,100, 65, 72, 41, 35,  8,  3,  0,  0, 50,  6,100, 15, 2
 13, 96,  0, 71, 78, 61, 82, 12,  7,  0,  4, 49, 15, 97,100,100, 5
 74,100, 47, 84,  0, 66, 23, 53, 84, 42,100, 44, 60, 23, 33,  0, 4
  0, 67, 44, 80, 88,100,100, 88, 88, 66, 69, 44, 50, 22, 50,  0, 1
100, 77, 64, 61,  9, 74, 54,100,100, 85, 91, 51, 59, 19,  0,  0, 9
 72, 74, 63,100,  0, 78, 67, 42,100,  0, 15,  4, 38, 47, 95, 80, 8
 57,100, 84, 99, 79, 71, 68, 47,100, 30, 77,  9, 38,  0,  0,  3, 3
  0, 75, 15,100, 47, 91, 41, 64, 27, 38, 16, 11, 53,  1,100,  0, 2
  1, 61, 11,100, 19, 66,  2, 27,  0,  1, 33,  0, 66,  1,100,  3, 2
 21, 64, 34,100, 39, 92, 41, 55, 41, 18,  0,  1, 34,  0,100,  1, 1
 78, 75, 51,100,  8, 75, 47, 58, 85, 60,100, 20, 64,  0,  0,  1, 9
  0, 82, 33,100, 77, 89, 87, 57, 72, 25, 53,  0, 51, 27,100, 24, 7
 12, 98, 56,100, 54, 67, 33, 33, 10,  0,  0, 34, 39, 44,100, 44, 7
  0, 88, 35,100, 55, 68, 49, 27, 38,  0, 19, 32, 59, 40,100, 45, 7
100,100, 54, 91, 22, 66,  0, 40,  3, 13, 54,  0, 81, 23, 24, 31, 6
 31, 94,  0, 62,  2, 17, 40,  0, 78, 20,100, 60, 80, 98, 37,100, 0
 46,100, 11, 80,  0, 55, 51, 43,100, 62, 81, 48, 65, 24, 73,  0, 4
 24, 84,  2, 39, 26,  0, 77, 10,100, 53, 84, 97, 33,100,  0, 63, 0
  0, 56, 32, 78, 78, 98,100,100, 85, 75, 76, 50, 73, 24, 76,  0, 1
  6, 97, 62,100, 89, 70, 62, 34, 42,  0,100, 25, 76, 40,  0, 36, 7
 48, 81,  5, 96, 53,100, 55, 68, 24, 38,  0,  7, 48,  0,100,  2, 2
 78, 72, 60,100, 24, 68, 69, 32, 57,  0,  0, 29, 36, 67,100, 98, 8
 62,100, 13, 81,  0, 50,100, 56, 77, 78, 57, 88, 62, 35, 65,  0, 4
  0, 54, 53, 37, 52,  0, 22,  6, 57, 39, 92, 72,100,100, 48, 77, 8
  7, 92, 47, 58, 76, 23, 13,  0, 22, 35, 78, 67,100,100,  0, 86, 8
 87, 86, 46,100, 17, 70, 75, 75,100, 80, 94, 39, 58,  6,  0,  0, 9
  0, 95, 27,100, 57, 71, 45, 31, 33,  0,  3, 36, 36, 51,100, 53, 7
  0, 51, 25, 69, 65, 88,100,100, 82, 76, 65, 50, 55, 26, 51,  0, 1
 47, 91, 28, 66, 70, 32, 98,  0, 40, 11,  2, 47,  0, 81,100,100, 5
  0, 91, 59,100, 85, 94, 54, 53, 37,  7, 21,  0, 34, 35,100, 42, 7
  5, 58, 39,100, 47, 99, 41, 42, 12,  0,  0,  5, 55,  4,100,  6, 1
 90,100, 58, 88, 23, 56, 16, 17, 66,  0,100, 27, 58, 54,  0, 43, 6
100,100, 69, 83, 40, 58, 15, 31,  0,  0, 36,  1, 43, 27,  6, 20, 6
 27, 69,  0, 35,  8,  0, 60, 12, 90, 44,100, 81, 57,100, 13, 80, 0
  0, 61, 34, 81, 84,100,100, 94, 84, 71, 70, 47, 55, 24, 48,  0, 1
 22,100, 19, 84,  0, 49, 40, 39, 97, 41, 90, 69, 93, 31,100,  0, 4
 19, 86,  0, 47,  5,  4, 50,  0, 90, 29,100, 70, 68,100, 35, 75, 0
 19, 92, 38,100, 59, 68, 44, 31, 18,  0,  0, 35, 50, 39,100, 45, 7