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!

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