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!

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