2012年数学建模A题答案
a1a2a3a4
花色苷mg/100g鲜重
VC含量（mg/L)
样品编号氨基酸总量蛋白质mg/100g
红葡萄mg/100gfw111葡萄样品12027.96553.1060.251408.028
葡萄样品22128.82626.4780.062224.367
葡萄样品38397.28585.0460.315157.939
葡萄样品42144.68529.8230.09779.685
葡萄样品51844.00585.6130.041120.606
葡萄样品63434.17536.6430.07546.186
葡萄样品72391.16487.1720.13160.767
葡萄样品81950.76558.5460.181241.397
葡萄样品92262.72700.8280.512240.843
葡萄样品101364.14545.30510.25044.203
葡萄样品112355.69542.6620.0767.787
葡萄样品122556.79493.4600.06532.343
葡萄样品131416.11606.2040.01565.324
葡萄样品141237.81599.8290.060140.257
葡萄样品152177.91524.6130.06852.792
葡萄样品161553.50583.3740.08360.660
葡萄样品171713.65548.8330.05659.424
葡萄样品182398.38513.8170.11240.228
葡萄样品192463.60544.4620.072115.704
葡萄样品202273.63559.3320.02423.523
葡萄样品216346.83563.7940.05089.282
葡萄样品222566.61488.7120.07474.027
葡萄样品232380.81543.5740.097172.626
葡萄样品241638.83525.8200.033144.881
葡萄样品251409.70537.0840.06449.643
葡萄样品26851.17587.2930.41658.469
葡萄样品271116.61528.3310.09134.190
VC含量（mg/L)花色苷mg/l00g 白葡萄氨基酸总量蛋白质mg/100g
mg/100gfw111葡萄样品11279.30496.4570.7870.819
葡萄样品21870.93538.4510.0570.404
葡萄样品35022.14467.2390.171 2.790
葡萄样品42085.76496.2010.576 2.032
葡萄样品52658.04467.2030.1100.388
葡萄样品61847.12499.0800.2550.834
葡萄样品71721.58560.3430.214 2.477
葡萄样品81273.22493.7390.031 2.864
葡萄样品91927.42482.8550.050 3.685
葡萄样品102095.61515.7560.0880.844
葡萄样品111566.97557.4410.0320.407
葡萄样品121724.16457.6490.1250.409
葡萄样品13664.96459.3970.550 2.509
葡萄样品141542.17524.8570.1650.404
葡萄样品152669.22546.4460.042 1.629
葡萄样品16991.92464.8190.265 4.103
葡萄样品171167.29416.8760.904 2.089
葡萄样品181289.93581.9130.1850.812
葡萄样品19817.81455.6750.034 2.072
葡萄样品202045.24479.9340.0850.829
葡萄样品211554.02585.3590.6840.819
葡萄样品221457.67402.1560.552 1.651
葡萄样品231522.52505.3390.066 1.244
葡萄样品243068.34629.8010.1520.372
葡萄样品252350.79516.8620.1100.670
葡萄样品262073.33496.8350.191 1.657
葡萄样品272475.21642.3730.2200.420
葡萄样品283785.57450.4580.117 2.057
表中：蓝色为一级指标，红色为二级指标;一个项目下有几列数据，表
a5a6a7
a8a9a10多酚氧化酶活力褐变度H自由基1/IC50（g/
（A/min·g·ml ΔA/g*g*min*ml 1
2.06018.210 1.8303
3.7531119.8530.43019.930
4.7500.77030.904762.5250.46448.080 2.960 1.05019.303266.6400.40903.770
5.2300.55015.53472.9050.26559.490 3.770 1.44031.536143.5130.39612.830 2.21003
6.774115.9430.27505.820
7.7400.54025.591433.7510.17565.71013.550 2.51050.4341305.5950.414813.230 4.120 1.10016.869424.1080.66582.450 2.3000.24010.427459.5690.32559.290
8.610 1.90014.26091.4680.27906.080 5.330 1.13021.080132.2160.19734.3000.830 1.15028.0769
9.8810.44065.730 4.120 1.63041.577991.0460.35976.230 3.630 2.06025.743157.9970.21899.0307.280 2.38013.648529.9690.2367
5.880 5.1100.88017.174129.5810.35853.60 5.5900.52027.077158.8700.22565.560 4.2700.13030.408202.9620.37963.5100.9200.44012.43989.7700.281915.510 2.930 2.38018.123194.2620.3793
6.490
7.7300.77021.824417.6650.28374.080 5.2000.39016.406427.0280.5725
8.360 4.600 1.70015.066144.7290.28302.870 2.4800.16014.280140.9460.35097.150 1.4000.82032.02682.3590.31726.230
1.390
1.260
23.035
592.199
0.2649
多酚氧化酶活力褐变度H自由基1/IC50（g/E（A/min*g）ΔA/g*g*min 1
6.040 3.3400.45051.344179.7030.32675.420 3.000 1.37010.27879.2390.306111.7909.630012.57143.2180.28376.920 4.0400.86032.55125.3400.36859.200 6.540 5.40014.29813
7.6360.2462
8.320 5.6800.33014.828143.4930.33694.2407.110 1.36017.31075.8870.37097.590 2.110 2.71058.73118
9.6670.104510.290 3.770 3.97032.31044.9760.37877.340 3.3500.22031.876192.7310.34217.200 2.070 1.90038.583218.4520.2320
4.640
2.170
18.473
148.364
0.4490
柠檬酸（g/L）
柠檬酸苹果酸酒石酸（g/L）苹果酸（g/L）
酒石酸
4.900 3.530 1.19026.517118.6280.4094
3.310 3.7400.49031.823530.5560.4177
5.550 3.7800.8308.38191.7960.3540
5.750 2.180 1.63052.684144.8250.0976
10.210 1.7500.09020.576134.6290.2599
3.9807.4900.59025.726133.0560.2113
9.380 3.710 2.45030.29927.5170.2004
10.650 5.490 4.82029.427150.2730.3350
8.500 2.2400.65024.0201167.6480.2526
8.970 1.060 1.77036.45563.4470.3660
8.280 2.2300.29020.153839.4500.3600
6.960 2.6300.48014.11690.6110.4066
6.950 4.950 1.11034.458205.6100.2125
6.81000.09018.29114.6740.2998
8.300 6.200 4.91019.817870.1940.3850
8.890 5.050 3.13046.15874.4770.3654 ;一个项目下有几列数据，表示该项目测试几次。
a11a12a13a14a15a16
白藜芦醇(mg/kg)黄酮醇(mg/kg)总糖g/L
萄总黄酮（mmol/k
单宁(mmol/kg)
总酚(mmol/kg)
1111
23.60422.0199.480 3.19517.6780210.820
26.87523.36113.806 4.88927.4550201.429
21.68520.37310.794 4.764164.9927257.183
10.6988.638 4.482 3.41226.9679188.697
17.61814.48610.2750.637 6.6502210.126
10.67115.173 6.838 2.2037.7272244.120
9.214 5.619 3.4680.6239.8648206.323
15.24122.4898.483 5.949115.5546200.470
30.11424.36220.490 4.90758.5407185.952
9.47616.688 4.63112.30728.7475167.599
6.075 4.543 2.51726.85125.5751209.299
12.0597.169 3.8970.696 2.4802245.708
14.3859.8227.33010.86340.7586193.988
14.65713.9417.809 6.313134.6375194.749
11.90125.417 5.5110.2119.7179179.802
11.21410.0869.157 4.5568.1900200.899
15.33615.7308.7010.71143.8121208.175
7.381 5.388 5.2450.416 6.5161228.876
17.42613.7009.454 3.82131.2649212.011
12.6778.1158.155 1.5459.6262190.648
16.19213.6137.5157.84747.2196205.265
16.44212.1557.846 4.28913.8003221.997
29.70424.25724.2959.96844.7476205.298
8.75114.4178.206 2.93514.3803197.989
11.5029.324 5.373 2.12930.2112150.172
7.348 3.778 3.383 2.08613.9166172.229
8.89710.310 4.711 1.56915.9809196.766
白藜芦醇(mg/kg)黄酮醇(mg/kg)总糖g/L
萄总黄酮（mmol/k
总酚(mmol/kg)
单宁(mmol/kg)
1111
5.336 2.947 2.5570.1550.3977175.040
5.090 2.239 1.334 3.038 1.6627207.778
6.972 2.990 3.809 1.357 1.6333180.595
5.248 3.148 1.5480.530 1.318820
6.885
6.323 2.626 2.379 1.162 3.1705202.917
10.541 4.502 6.360 1.7278.0864186.448
10.267 4.729 6.824 1.235 4.7952161.746
5.134 1.672 2.8380.137 5.6080157.778
5.814 4.434 2.7850.0870.7518209.464
7.728 6.781 3.4870.246 1.1776217.996
7.854 3.312 4.4040.822 1.8589167.202
8.483 3.212 4.3140.7528.4308209.365
11.774 2.1297.0440.0950.2103153.909 5.324 2.388 2.3930.095 1.3006177.222 8.871 2.751 5.190 4.02311.8734169.980
5.007 2.228 3.135 1.572 5.3140170.675
6.575 2.247 2.323 1.026 6.0135192.401 11.957 5.783 6.261 1.820 2.7771183.968
4.725 2.217 2.152 1.7820.8535199.147
5.251 3.141 2.3410.157
6.1633219.782 4.367 1.9520.7440.8450.7158209.266 6.409 6.463 2.7100.9698.929616
7.202 5.127 3.389 2.508 1.65012.4106199.345 10.755
8.5067.9230.483 3.213822
9.306 7.666 2.757 2.6250.8508.6195222.956 5.816 5.517 2.816 1.426 4.3089224.841 16.965 6.2519.526 1.15550.4966190.615 6.567 4.583 3.885 2.921 5.7323220.079
a17a18a19a20a21a22a23a24
果穗质量/g百粒质量/g
干物质含量g/100
还原糖g/L可溶性固形物g/PH值可滴定酸（g/l）固酸比
1111111 226.467226.5 3.56 5.8638.6625.918182.93123.6 228.800228.8 3.95 5.1944.0525.98681.6298.3 257.633257.6 3.917.1635.9928.99783.13105.4 203.333203.3 3.297.1128.6123.721137.97174.7 212.933212.9 3.64 6.6532.0024.084515.46254.2 246.133246.1 3.299.3126.4327.376202.24172.0 211.367211.4 3.188.1425.9826.43863.61168.8 226.467226.5 2.92 6.4734.9925.620213.09181.1 203.367203.4 3.74 5.8834.5823.761186.62138.1 181.227181.2 3.65 6.6727.1619.676255.44200.8 210.200210.2 3.53 5.5038.2424.527177.83118.8 261.100261.1 3.438.5430.5827.614191.95187.7 203.367203.4 3.86 4.3423.7523.353159.97148.0 193.867193.9 3.39 5.4035.9024.060209.11136.3 214.867214.9 3.198.5725.0925.012159.31174.5 205.633205.6 3.30 4.9241.7622.346119.17109.3 238.200238.2 3.438.6627.5126.276446.64264.1 226.567226.6 3.278.0328.2126.338196.01208.4 214.900214.9 3.57 6.8131.5423.441173.09168.8 209.100209.1 3.81 5.1740.4822.933307.14334.3 216.900216.9 3.56 6.7831.9926.948147.66106.1 234.700234.7 3.65 5.9739.3625.674106.61115.8 208.767208.8 3.39 6.9130.2323.383278.75219.1 203.333203.3 3.617.2727.9825.815517.45237.4 194.633194.6 3.388.5322.8118.515288.69251.3 195.733195.7 3.68 4.5842.7419.758793.47245.5 206.900206.9 3.37 6.9729.6723.329282.09148.7
果穗质量/g百粒质量/g 还原糖g/L可溶性固形物g/PH值可滴定酸（g/l）固酸比
干物质含量g/100
1111111 199.867199.9 3.348.2324.3020.519275.06892.2 210.267210.3 3.72 4.6745.0321.85095.94172.5 214.933214.9 3.82 3.8256.2024.144213.22164.2 209.067209.1 3.67 6.0034.8724.465110.99116.0 219.567219.6 3.677.2030.4725.097112.78143.5 196.433196.4 3.647.8125.1523.572296.71171.9 174.367174.4 3.197.4223.5023.907234.90178.3 174.800174.8 3.80 4.2541.1721.360285.06235.5 228.900228.9 3.70 4.0756.2225.231138.23127.5 219.433219.4 3.59 6.6832.8822.840125.62285.4 188.767188.8 3.93 3.3156.9821.558316.51184.5 211.367211.4 3.83 4.4647.3923.329285.82202.5
187.133187.1 3.58 6.3129.6718.295286.10271.0 201.067201.1 3.39 5.9134.0024.617145.27134.7 172.733172.7 3.677.8422.0322.403498.78340.8 191.967192.0 3.23 3.7451.3921.536259.11198.2 194.200194.2 3.67 4.9739.1021.506111.53114.0 186.267186.3 3.508.1722.8022.021286.24149.0 202.233202.2 3.88 3.4159.3223.078165.06137.4 220.667220.7 3.488.4826.0323.772205.54146.2 211.400211.4 3.60 6.8830.7322.21892.88145.5
209.100209.1 3.99 5.4238.5523.70773.3688.2
221.800221.8 3.71 4.8645.7125.204186.74143.4 231.133231.1 3.72 6.6035.0024.536200.52226.2 224.133224.1 3.80 4.9845.0026.534141.94148.7 226.400226.4 3.83 5.2942.8326.487104.91127.9 212.567212.6 3.66 4.0552.5924.477166.08177.3 226.567226.6 3.59 6.0037.7625.301108.76114.4
a25a26a27a28a29a30b1
果皮质量（g）花色苷(mg/L)果梗比(%)出汁率(%)
b*（+黄;-蓝） 1 111L* 1a*(+红；-绿) 1
4.5178.40.11024.066670.780.26973.878
3.8377.50.16326.070.646666667-1.25517.581
5.6071.80.17025.5 1.086666667-0.62398.770
3.2653.00.17425.98333 1.84-0.37183.519
2.9965.60.27026.333330.88-0.33280.190
2.6471.90.19325.16333 1.806666667-0.16117.026
4.7871.50.1412
5.60667 2.05-0.3890.825
6.4159.60.26026.850.803333333-0.51918.688
5.3178.00.13023.81 1.44-0.38387.765
4.5971.70.20027.1 2.166666667-1.12138.714
3.4158.40.10228.0266712.15 3.8711.838
2.406
3.30.24326.57333 2.0433333330.018
4.079
4.6768.10.16027.53 1.043333333-1.57200.080
4.6066.20.2552
5.41333 1.193333333-0.57251.570
2.9067.70.21325.52667 1.98-0.01122.592
3.7971.80.13526.11333 1.333333333-0.34171.502
2.8071.50.33025.4 1.18-0.25234.420
2.606
3.10.16025.52 2.8666666670.2171.902
6.326
7.40.16227.193330.796666667-1.5119
8.614
3.1559.50.23227.08667 1.956666667-0.437
4.377
4.7460.40.1082
5.18 1.2133333330.00313.784
3.3257.40.14725.94 1.52-0.07251.017
3.8477.50.23326.64667 1.383333333-0.42413.940
2.9976.70.24725.966670.896666667-0.29270.108
4.1058.50.22027.09667 1.52-0.92158.569
3.3568.30.23027.99667 1.093333333-0.83151.481
3.5159.50.20028.79 2.333333333-1.23138.455
单宁果皮质量（g）
果梗比(%)出汁率(%)
b*（+黄;-蓝）
111L* 1a*(+红；-绿) 1
4.1472.70.24136.20-2.1111.18
3.9669.40.19237.18 2.001
4.31
3.747
4.40.25337.49-0.8313.11
3.6472.40.12443.72-
4.3218.41
4.1569.20.26442.41-3.6919.47
4.9978.50.20339.26-
5.4413.07
2.8668.40.17040.99-4.6014.23
3.7578.80.20035.80-0.378.91
3.856
4.60.16338.34-1.7913.58
3.6670.80.25639.57-3.1912.72
3.2671.80.17341.70-1.071
4.58
2.4171.70.22937.97-4.1110.23
3.4077.10.37337.15-3.919.71 3.5077.30.15740.47-3.3217.11 3.5971.00.27237.59 2.079.71
5.1571.50.24531.16
6.43 1.82
6.2775.20.12043.60-0.7514.90 3.3582.80.14839.88-1.6913.29 3.0669.20.21330.008.43 5.36 5.1975.80.22539.28-1.4415.91
3.6669.60.16339.47-6.0719.54
4.7468.60.1213
5.08
6.8110.20
5.3968.50.14241.70-1.7017.96 2.646
6.60.29839.38-2.3611.90
2.9274.70.21934.84 5.8710.04
3.8556.00.15540.31-1.8515.18
2.6664.10.22940.610.9812.91
3.5765.50.14642.50-5.3120.26
b2b3b4b5b6b7
b8
单宁(mmol/L)总酚(mmol/L)酒总黄酮(mmol/L 体积（IV50）
品种编号
11A11L*(D65)a*(D65)
b*(D65)红葡萄酒11.0309.9838.0200.358 2.48016.100 3.880酒样品111.0789.56013.3000.46014.26045.77024.060酒样品213.2598.5497.3680.39616.39048.04027.560酒样品36.477 5.982 4.3060.17742.30059.53026.750酒样品45.849 6.034 3.6440.20734.46060.16024.050酒样品57.354 5.858 4.4450.21156.95054.43023.570酒样品64.014 3.858 2.7650.11259.00048.82032.070酒样品712.02810.1377.7480.3468.60038.86014.680酒样品812.93311.3139.9050.38614.17046.09024.190酒样品95.567 4.343 3.1450.13657.09058.0608.000酒样品104.588 4.023 2.1030.10588.79012.14019.540酒样品116.458 4.817 2.9860.14153.68050.45030.590酒样品126.385 4.930 3.9570.16641.59058.73019.600酒样品136.073 5.013 3.0680.16324.22056.17035.300酒样品143.985 4.064 1.8360.06852.95057.87019.090酒样品154.832 4.044 2.6680.11750.47059.45018.200酒样品169.170 6.168 4.9120.31041.21056.03025.120酒样品174.447 4.353 3.5310.13858.18054.72022.550酒样品185.981 5.157 3.8750.16747.70064.93020.670酒样品195.864 4.858 4.0440.15878.48026.39015.870酒样品2010.0908.941 4.4400.35821.50052.80035.210酒样品217.105 6.199 5.8270.23140.55054.05026.200酒样品2210.88812.52912.1440.56614.60046.86025.070酒样品235.747 5.394 3.7310.16542.84059.06017.680酒样品245.406 4.425 3.0220.16550.24063.78011.530酒样品253.615 3.889 2.1540.07633.50062.05029.180酒样品265.961
4.734
3.284
0.151
63.140
48.730
15.980
酒样品27
单宁(mmol/L)总酚(mmol/L)酒总黄酮(mmol/L DPPH半抑制体
品种编号
1111L*(D65)a*(D65)
b*(D65)白葡萄酒1.620 1.2640.6390.0348102.110-0.510 2.110酒样品11.233 1.1040.7740.0331101.850-0.590 3.160酒样品22.009 1.820 2.9680.0474101.790-0.480 2.940酒样品32.017 1.485 1.3800.0526101.700-0.870 4.050酒样品41.595 1.537 1.4750.0406101.820-1.150 4.370酒样品51.289 1.1760.5400.0420102.070-0.580 2.640酒样品61.374 1.202 2.8740.0522101.860-0.260 2.260酒样品71.5130.4720.7430.0392102.100-0.680 2.610酒样品81.844 1.2870.6860.0400101.730-0.790 3.880酒样品92.058 1.325 1.6150.0640102.050-0.490 2.270酒样品101.415 1.276 1.8920.0243101.930-0.510 2.610酒样品112.307 1.998 1.7560.0817101.920-0.600 3.040酒样品121.515
1.356
1.796
0.0470
102.210
-0.550
2.110
酒样品13
色泽色泽
1.320 1.320
2.0550.0491102.050-0.630 2.680酒样品14
2.530 1.807 1.4330.0738101.990-0.450 2.710酒样品15 1.279 1.307 1.6710.0315101.810-0.750
3.790酒样品16 1.549 1.2690.8640.1321101.890-0.760 3.250酒样品17 1.330 1.343 2.2620.0385102.120-0.420 1.840酒样品18
1.963 1.3430.9060.0373101.690-0.560 3.590酒样品19
2.676 1.315 1.3390.0544102.010-0.650 2.770酒样品20 1.204 1.0290.7710.0464101.970-0.550
3.620酒样品21 1.897 1.3800.7090.0498101.760-0.940
4.190酒样品22 1.330 1.1140.5490.0382101.390-0.910 4.980酒样品23 4.473 3.434 3.5640.1434101.660-0.450 3.780酒样品24 1.505 1.459 1.9930.0306101.300-0.420 4.320酒样品25 1.569 1.258 1.0840.0441101.010-1.2107.080酒样品26 3.375 2.539
5.7760.1031101.620-0.590 4.420酒样品27 2.029 1.5440.9690.0541100.890-0.610 5.710酒样品28