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!

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