data44.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!

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