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!

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