GA.zip_GA-TSP_遗传算法

gen= 1 avg= 14715.8 best= 12144.5 gen= 2 avg= 14338.1 best= 12079.6 gen= 3 avg= 14146.9 best= 11947.4 gen= 4 avg= 13809.9 best= 11215.4 gen= 5 avg= 13840 best= 11215.4 gen= 6 avg= 13730 best= 11215.4 gen= 7 avg= 13870.7 best= 11215.4 gen= 8 avg= 13781.7 best= 10680.9 gen= 9 avg= 13746.2 best= 10680.9 gen= 10 avg= 13605.8 best= 10680.9 gen= 11 avg= 13715.9 best= 10680.9 gen= 12 avg= 13530.7 best= 10304.6 gen= 13 avg= 13500.1 best= 10304.6 gen= 14 avg= 13615.7 best= 10304.6 gen= 15 avg= 13627.5 best= 10304.6 gen= 16 avg= 13735.3 best= 10304.6 gen= 17 avg= 13508.8 best= 10304.6 gen= 18 avg= 13365.4 best= 9855.94 gen= 19 avg= 13547.5 best= 9855.94 gen= 20 avg= 13414 best= 9855.94 gen= 21 avg= 13499.8 best= 9855.94 gen= 22 avg= 13587.2 best= 9855.94 gen= 23 avg= 13701.6 best= 9855.94 gen= 24 avg= 13577.3 best= 9855.94 gen= 25 avg= 13490.1 best= 9855.94 gen= 26 avg= 13499.5 best= 9637.78 gen= 27 avg= 13455.5 best= 9596.04 gen= 28 avg= 13866.2 best= 9596.04 gen= 29 avg= 13827.8 best= 9596.04 gen= 30 avg= 13946.7 best= 9596.04 gen= 31 avg= 13505.4 best= 9596.04 gen= 32 avg= 13329.4 best= 9596.04 gen= 33 avg= 13517.3 best= 9596.04 gen= 34 avg= 13416.2 best= 9579.92 gen= 35 avg= 13539.5 best= 9579.92 gen= 36 avg= 13380.5 best= 9579.92 gen= 37 avg= 13364.2 best= 9579.92 gen= 38 avg= 13518.8 best= 9579.92 gen= 39 avg= 13612.7 best= 9579.92 gen= 40 avg= 13661.8 best= 9579.92 gen= 41 avg= 13457.4 best= 9579.92 gen= 42 avg= 13671 best= 9579.92 gen= 43 avg= 13194.3 best= 9579.92 gen= 44 avg= 13121.5 best= 9579.92 gen= 45 avg= 13056.2 best= 9412.59 gen= 46 avg= 13001.8 best= 9412.59 gen= 47 avg= 12976.4 best= 9412.59 gen= 48 avg= 12923.5 best= 9412.59 gen= 49 avg= 12652.5 best= 9412.59 gen= 50 avg= 12543.2 best= 9412.59 gen= 51 avg= 12566 best= 9412.59 gen= 52 avg= 12862.7 best= 9412.59 gen= 53 avg= 13004.6 best= 9412.59 gen= 54 avg= 12955.3 best= 9412.59 gen= 55 avg= 13178 best= 9412.59 gen= 56 avg= 13300 best= 9412.59 gen= 57 avg= 13395.6 best= 9412.59 gen= 58 avg= 13422.4 best= 9412.59 gen= 59 avg= 13531.7 best= 9412.59 gen= 60 avg= 13471.1 best= 9412.59 gen= 61 avg= 13596.9 best= 9412.59 gen= 62 avg= 13437.7 best= 9412.59 gen= 63 avg= 13545.6 best= 9412.59 gen= 64 avg= 13190 best= 9412.59 gen= 65 avg= 13385 best= 9412.59 gen= 66 avg= 13288.9 best= 9412.59 gen= 67 avg= 13365.1 best= 9412.59 gen= 68 avg= 13286.6 best= 9412.59 gen= 69 avg= 13044.4 best= 8905.9 gen= 70 avg= 12437.6 best= 8905.9 gen= 71 avg= 12011.8 best= 8754.25 gen= 72 avg= 12369.2 best= 8754.25 gen= 73 avg= 12717.8 best= 8754.25 gen= 74 avg= 13003.2 best= 8754.25 gen= 75 avg= 12921 best= 8754.25 gen= 76 avg= 12721.3 best= 8754.25 gen= 77 avg= 12746.1 best= 8754.25 gen= 78 avg= 13103.1 best= 8754.25 gen= 79 avg= 12791.4 best= 8754.25 gen= 80 avg= 13249.5 best= 8754.25 gen= 81 avg= 13106.1 best= 8698.94 gen= 82 avg= 13391.9 best= 8698.94 gen= 83 avg= 13717 best= 8698.94 gen= 84 avg= 13367.2 best= 8698.94 gen= 85 avg= 13097 best= 8698.94 gen= 86 avg= 12948.1 best= 8698.94 gen= 87 avg= 12971.5 best= 8698.94 gen= 88 avg= 13011.5 best= 8698.94 gen= 89 avg= 13061.9 best= 8698.94 gen= 90 avg= 13030.8 best= 8698.94 gen= 91 avg= 13012.1 best= 8698.94 gen= 92 avg= 13334.8 best= 8698.94 gen= 93 avg= 13342.4 best= 8698.94 gen= 94 avg= 13068.2 best= 8698.94 gen= 95 avg= 13318.4 best= 8698.94 gen= 96 avg= 13552 best= 8698.94 gen= 97 avg= 13385.2 best= 8698.94 gen= 98 avg= 13552.1 best= 8698.94 gen= 99 avg= 13428.5 best= 8698.94 gen= 100 avg= 13301.5 best= 8698.94 gen= 101 avg= 13337.9 best= 8698.94 gen= 102 avg= 13271.8 best= 8698.94 gen= 103 avg= 13107.8 best= 8698.94 gen= 104 avg= 12942.7 best= 8496.92 gen= 105 avg= 12853.9 best= 8496.92 gen= 106 avg= 12640.8 best= 8496.92 gen= 107 avg= 12644.1 best= 8496.92 gen= 108 avg= 12313.3 best= 8496.92 gen= 109 avg= 12214.9 best= 8496.92 gen= 110 avg= 12451.8 best= 8496.92 gen= 111 avg= 12629.5 best= 8496.92 gen= 112 avg= 12387.1 best= 8496.92 gen= 113 avg= 12539.8 best= 8298.88 gen= 114 avg= 12416.7 best= 8298.88 gen= 115 avg= 12461 best= 8298.88 gen= 116 avg= 12526.6 best= 8298.88 gen= 117 avg= 12551.8 best= 8298.88 gen= 118 avg= 12647.1 best= 8298.88 gen= 119 avg= 12756.6 best= 8298.88 gen= 120 avg= 12668.2 best= 8298.88 gen= 121 avg= 12448.7 best= 8298.88 gen= 122 avg= 12520.1 best= 8298.88 gen= 123 avg= 12393.6 best= 8298.88 gen= 124 avg= 12103.8 best= 8298.88 gen= 125 avg= 12150.3 best= 8298.88 gen= 126 avg= 12430.5 best= 8298.88 gen= 127 avg= 12431.1 best= 8298.88 gen= 128 avg= 12482.9 best= 8298.88 gen= 129 avg= 12263.2 best= 8298.88 gen= 130 avg= 12160.3 best= 8298.88 gen= 131 avg= 12547.5 best= 8298.88 gen= 132 avg= 12794 best= 8298.88 gen= 133 avg= 12651.6 best= 8298.88 gen= 134 avg= 12755.7 best= 8298.88 gen= 135 avg= 12954.3 best= 8298.88 gen= 136 avg= 13447.5 best= 8298.88 gen= 137 avg= 13476.8 best= 8298.88 gen= 138 avg= 13812.6 best= 8298.88 gen= 139 avg= 13871.3 best= 8298.88 gen= 140 avg= 14223.3 best= 8298.88 gen= 141 avg= 14156.2 best= 8298.88 gen= 142 avg= 14141.7 best= 8298.88 gen= 143 avg= 14130.6 best= 8298.88 gen= 144 avg= 14079.9 best= 8298.88 gen= 145 avg= 14141.8 best= 8298.88 gen= 146 avg= 13968.4 best= 8298.88 gen= 147 avg= 13970.2 best= 8298.88 gen= 148 avg= 13859 best= 8298.88 gen= 149 avg= 13731.9 best= 8160.46 gen= 150 avg= 13580.8 best= 8160.46 gen= 151 avg= 12872.8 best= 8113.79 gen= 152 avg= 13453 best= 8113.79 gen= 153 avg= 13903.6 best= 8113.79 gen= 154 avg= 14174.4 best= 8113.79 gen= 155 avg= 13738.1 best= 8113.79 gen= 156 avg= 13656.9 best= 8113.79 gen= 157 avg= 13166.8 best= 8113.79 gen= 158 avg= 13280.4 best= 8113.79 gen= 159 avg= 13317.3 best= 8113.79 gen= 160 avg= 13294.1 best= 8113.79 gen= 161 avg= 13073.4 best= 7880.34 gen= 162 avg= 13376.6 best= 7880.34 gen= 163 avg= 13422.4 best= 7880.34 gen= 164 avg= 13540.7 best= 7880.34 gen= 165 avg= 13574.8 best= 7880.34 gen= 166 avg= 13323.4 best= 7880.34 gen= 167 avg= 13185.7 best= 7880.34 gen= 168 avg= 13017.4 best= 7880.34 gen= 169 avg= 12951.5 best= 7857.41 gen= 170 avg= 12946 best= 7857.41 gen= 171 avg= 12993.2 best= 7857.41 gen= 172 avg= 12950.2 best= 7857.41 gen= 173 avg= 12584.2 best= 7857.41 gen= 174 avg= 12783.6 best= 7857.41 gen= 175 avg= 13012 best= 7857.41 gen= 176 avg= 13156.5 best= 7857.41 gen= 177 avg= 12959.3 best= 7857.41 gen= 178 avg= 12661.8 best= 7857.41 gen= 179 avg= 12964.5 best= 7857.41 gen= 180 avg= 12654.5 best= 7857.41 gen= 181 avg= 12804.1 best= 7857.41 gen= 182 avg= 12552.6 best= 7857.41 gen= 183 avg= 12541.5 best= 7857.41 gen= 184 avg= 12455.9 best= 7857.41 gen= 185 avg= 12721.6 best= 7857.41 gen= 186 avg= 12799.2 best= 7857.41 gen= 187 avg= 12752.3 best= 7857.41 gen= 188 avg= 12590.4 best= 7857.41 gen= 189 avg= 12714.9 best= 7857.41 gen= 190 avg= 12712.2 best= 7857.41 gen= 191 avg= 12479.8 best= 7830.63 gen= 192 avg= 11969.7 best= 7830.63 gen= 193 avg= 11482.1 best= 7830.63 gen= 194 avg= 11492.6 best= 7830.63 gen= 195 avg= 11237.1 best= 7830.63 gen= 196 avg= 10848.1 best= 7830.63 gen= 197 avg= 11252.9 best= 7830.63 gen= 198 avg= 11661 best= 7830.63 gen= 199 avg= 11651.5 best= 7830.63 gen= 200 avg= 11718 best= 7830.63 gen= 201 avg= 11806.8 best= 7830.63 gen= 202 avg= 11788.4 best= 7830.63 gen= 203 avg= 12108.5 best= 7830.63 gen= 204 avg= 12243.4 best= 7830.63 gen= 205 avg= 11664.2 best= 7822.24 gen= 206 avg= 11694.4 best= 7822.24 gen= 207 avg= 11519.7 best= 7751.05 gen= 208 avg= 11225.4 best= 7751.05 gen= 209 avg= 11107.8 best= 7751.05 gen= 210 avg= 11182.4 best= 7751.05 gen= 211 avg= 11284.8 best= 7751.05 gen= 212 avg= 11673.9 best= 7751.05 gen= 213 avg= 11962.9 best= 7751.05 gen= 214 avg= 11862.5 best= 7751.05 gen= 215 avg= 11661.9 best= 7751.05 gen= 216 avg= 11340.6 best= 7751.05 gen= 217 avg= 11408.9 best= 7751.05 gen= 218 avg= 11375.3 best= 7751.05 gen= 219 avg= 11419.7 best= 7751.05 gen= 220 avg= 11480.6 best= 7751.05 gen= 221 avg=