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!

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