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!

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