用Octave计算组合优化问题(模拟退火法)
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模拟退火算法流程:
随机给一个初始解\(x_0\)
在附近随机生成一个新解\(x_{new}\)
计算能量差\(\Delta E = f(x_{new}) - f(x_0)\)
如果更好,直接接受
如果更差,按概率接受(随机数 < \(P\) 就接受)
慢慢降温,重复直到温度接近 0
求解,代码如下:
>> % ========== 模拟退火 SA ==========
clear; clc;
% 目标函数:求最小值 f(x)=x^2
f = @(x) x^2;
% 参数
T = 100; % 初始温度
T_min = 1e-3; % 停止温度
alpha = 0.99; % 降温率
x = -5 + 10*rand;% 初始解
lb = -5;
ub = 5;
while T > T_min
% 生成邻域新解
x_new = x + (rand*2 - 1);
x_new = max(lb, min(ub, x_new));
% 能量差
delta = f(x_new) - f(x);
% Metropolis 准则
if delta < 0
x = x_new;
else
% 概率接受更差解
if rand < exp(-delta / T)
x = x_new;
endif
endif
% 降温
T = T * alpha;
fprintf('T=%.3f, x=%.4f, f=%.4f\n', T, x, f(x));
end
----------
T=99.000, x=-0.7935, f=0.6297
T=98.010, x=-0.3962, f=0.1570
T=97.030, x=-0.4817, f=0.2321
T=96.060, x=-0.9651, f=0.9315
T=95.099, x=-0.7995, f=0.6392
T=94.148, x=0.1956, f=0.0383
T=93.207, x=0.6189, f=0.3830
T=92.274, x=-0.1002, f=0.0100
T=91.352, x=0.3369, f=0.1135
T=90.438, x=-0.2648, f=0.0701
T=89.534, x=0.0664, f=0.0044
T=88.638, x=0.1236, f=0.0153
T=87.752, x=0.8469, f=0.7173
T=86.875, x=0.6441, f=0.4149
T=86.006, x=0.0189, f=0.0004
T=85.146, x=0.4409, f=0.1944
T=84.294, x=0.2489, f=0.0620
T=83.451, x=-0.7327, f=0.5369
T=82.617, x=-1.2871, f=1.6565
T=81.791, x=-2.1413, f=4.5852
T=80.973, x=-2.2048, f=4.8611
T=80.163, x=-3.1678, f=10.0352
T=79.361, x=-3.4627, f=11.9906
T=78.568, x=-3.5536, f=12.6284
T=77.782, x=-2.9252, f=8.5569
T=77.004, x=-2.7040, f=7.3114
T=76.234, x=-3.1059, f=9.6466
T=75.472, x=-3.0902, f=9.5493
T=74.717, x=-3.9841, f=15.8732
T=73.970, x=-4.5795, f=20.9715
T=73.230, x=-4.1088, f=16.8819
T=72.498, x=-3.6161, f=13.0759
T=71.773, x=-4.5465, f=20.6706
T=71.055, x=-4.0298, f=16.2390
T=70.345, x=-3.8104, f=14.5193
T=69.641, x=-4.5771, f=20.9501
T=68.945, x=-4.6613, f=21.7278
T=68.255, x=-4.7307, f=22.3791
T=67.573, x=-3.9949, f=15.9594
T=66.897, x=-4.8403, f=23.4282
T=66.228, x=-4.1271, f=17.0326
T=65.566, x=-3.3950, f=11.5262
T=64.910, x=-3.5787, f=12.8069
T=64.261, x=-2.8763, f=8.2731
T=63.619, x=-3.7841, f=14.3191
T=62.982, x=-4.3514, f=18.9348
T=62.353, x=-4.1777, f=17.4528
T=61.729, x=-4.1828, f=17.4954
T=61.112, x=-4.6211, f=21.3549
T=60.501, x=-4.7996, f=23.0361
T=59.896, x=-4.0568, f=16.4578
T=59.297, x=-3.3192, f=11.0170
T=58.704, x=-4.0356, f=16.2858
T=58.117, x=-5.0000, f=25.0000
T=57.535, x=-5.0000, f=25.0000
T=56.960, x=-5.0000, f=25.0000
T=56.391, x=-5.0000, f=25.0000
T=55.827, x=-4.9331, f=24.3358
T=55.268, x=-5.0000, f=25.0000
T=54.716, x=-4.3208, f=18.6692
T=54.169, x=-3.7469, f=14.0392
T=53.627, x=-3.8200, f=14.5926
T=53.091, x=-2.9062, f=8.4460
T=52.560, x=-2.8226, f=7.9671
T=52.034, x=-2.0559, f=4.2269
T=51.514, x=-1.5338, f=2.3524
T=50.999, x=-2.5314, f=6.4079
T=50.489, x=-2.8657, f=8.2124
T=49.984, x=-2.3540, f=5.5411
T=49.484, x=-2.8926, f=8.3674
T=48.989, x=-3.0231, f=9.1392
T=48.499, x=-2.7559, f=7.5951
T=48.014, x=-3.4180, f=11.6824
T=47.534, x=-3.8808, f=15.0609
T=47.059, x=-3.8314, f=14.6797
T=46.588, x=-4.5796, f=20.9726
T=46.122, x=-4.0245, f=16.1970
T=45.661, x=-4.6295, f=21.4327
T=45.204, x=-4.6295, f=21.4327
T=44.752, x=-4.7082, f=22.1676
T=44.305, x=-4.8756, f=23.7715
T=43.862, x=-5.0000, f=25.0000
T=43.423, x=-4.8300, f=23.3294
T=42.989, x=-4.4163, f=19.5038
T=42.559, x=-4.2284, f=17.8798
T=42.133, x=-3.2811, f=10.7656
T=41.712, x=-3.2812, f=10.7663
T=41.295, x=-4.1420, f=17.1563
T=40.882, x=-4.5524, f=20.7248
T=40.473, x=-4.9295, f=24.3000
T=40.068, x=-4.1551, f=17.2652
T=39.668, x=-4.1209, f=16.9822
T=39.271, x=-3.6263, f=13.1497
T=38.878, x=-4.0729, f=16.5887
T=38.490, x=-4.3079, f=18.5577
T=38.105, x=-4.3079, f=18.5577
T=37.724, x=-4.0085, f=16.0684
T=37.346, x=-3.9091, f=15.2813
T=36.973, x=-3.1849, f=10.1434
T=36.603, x=-2.3757, f=5.6440
T=36.237, x=-2.9480, f=8.6908
T=35.875, x=-3.8109, f=14.5229
T=35.516, x=-4.5093, f=20.3336
T=35.161, x=-4.1510, f=17.2310
T=34.809, x=-4.0069, f=16.0554
T=34.461, x=-3.4104, f=11.6305
T=34.117, x=-4.2095, f=17.7199
T=33.775, x=-3.3661, f=11.3306
T=33.438, x=-3.0237, f=9.1425
T=33.103, x=-3.3814, f=11.4337
T=32.772, x=-3.0427, f=9.2580
T=32.445, x=-2.2250, f=4.9508
T=32.120, x=-1.6466, f=2.7113
T=31.799, x=-0.8610, f=0.7414
T=31.481, x=-1.4097, f=1.9873
T=31.166, x=-2.1842, f=4.7709
T=30.854, x=-2.0205, f=4.0823
T=30.546, x=-2.7012, f=7.2967
T=30.240, x=-2.2251, f=4.9512
T=29.938, x=-1.8716, f=3.5029
T=29.639, x=-1.1166, f=1.2467
T=29.342, x=-0.7657, f=0.5862
T=29.049, x=-0.7911, f=0.6259
T=28.758, x=-1.6203, f=2.6253
T=28.471, x=-1.1351, f=1.2884
T=28.186, x=-1.6201, f=2.6246
T=27.904, x=-1.9892, f=3.9569
T=27.625, x=-1.1869, f=1.4087
T=27.349, x=-0.6706, f=0.4498
T=27.075, x=-0.1563, f=0.0244
T=26.805, x=0.6049, f=0.3659
T=26.537, x=0.8782, f=0.7712
T=26.271, x=0.9969, f=0.9938
T=26.009, x=1.6935, f=2.8680
T=25.748, x=2.4867, f=6.1838
T=25.491, x=1.9135, f=3.6615
T=25.236, x=1.5716, f=2.4701
T=24.984, x=1.4142, f=2.0000
T=24.734, x=0.6447, f=0.4156
T=24.487, x=0.8387, f=0.7034
T=24.242, x=0.5717, f=0.3268
T=23.999, x=-0.0634, f=0.0040
T=23.759, x=-0.6342, f=0.4022
T=23.522, x=-1.3203, f=1.7432
T=23.286, x=-2.1945, f=4.8157
T=23.054, x=-2.0208, f=4.0836
T=22.823, x=-2.6575, f=7.0625
T=22.595, x=-3.1854, f=10.1468
T=22.369, x=-2.4271, f=5.8908
T=22.145, x=-2.3828, f=5.6778
T=21.924, x=-2.1280, f=4.5282
T=21.704, x=-2.3923, f=5.7230
T=21.487, x=-2.9243, f=8.5517
T=21.273, x=-3.7947, f=14.4001
T=21.060, x=-2.8819, f=8.3055
T=20.849, x=-2.1906, f=4.7988
T=20.641, x=-3.1285, f=9.7873
T=20.434, x=-2.5958, f=6.7380
T=20.230, x=-3.0035, f=9.0213
T=20.028, x=-2.3471, f=5.5087
T=19.827, x=-2.3471, f=5.5087
T=19.629, x=-1.7463, f=3.0497
T=19.433, x=-1.1884, f=1.4122
T=19.239, x=-0.6508, f=0.4235
T=19.046, x=-0.1981, f=0.0393
T=18.856, x=-0.4317, f=0.1864
T=18.667, x=-0.4741, f=0.2247
T=18.480, x=-0.4916, f=0.2416
T=18.296, x=0.4523, f=0.2045
T=18.113, x=1.2479, f=1.5573
T=17.932, x=1.1488, f=1.3198
T=17.752, x=2.0001, f=4.0002
T=17.575, x=1.5979, f=2.5532
T=17.399, x=0.9982, f=0.9964
T=17.225, x=0.9400, f=0.8836
T=17.053, x=0.5449, f=0.2969
T=16.882, x=1.2564, f=1.5785
T=16.713, x=1.2564, f=1.5785
T=16.546, x=0.8227, f=0.6769
T=16.381, x=0.3387, f=0.1147
T=16.217, x=0.1857, f=0.0345
T=16.055, x=-0.4316, f=0.1863
T=15.894, x=0.5543, f=0.3072
T=15.735, x=0.6283, f=0.3947
T=15.578, x=1.2884, f=1.6601
T=15.422, x=0.3409, f=0.1162
T=15.268, x=-0.4559, f=0.2079
T=15.115, x=-0.5878, f=0.3455
T=14.964, x=-0.7261, f=0.5272
T=14.814, x=-0.7261, f=0.5272
T=14.666, x=-0.0647, f=0.0042
T=14.520, x=0.2843, f=0.0808
T=14.374, x=1.0926, f=1.1938
T=14.231, x=1.8956, f=3.5931
T=14.088, x=1.4765, f=2.1800
T=13.948, x=1.2169, f=1.4808
T=13.808, x=1.4487, f=2.0986
T=13.670, x=1.5869, f=2.5183
T=13.533, x=0.8452, f=0.7144
T=13.398, x=1.2084, f=1.4602
T=13.264, x=1.9112, f=3.6528
T=13.131, x=1.4104, f=1.9892
T=13.000, x=0.9921, f=0.9843
T=12.870, x=0.9008, f=0.8115
T=12.741, x=0.2716, f=0.0738
T=12.614, x=0.4931, f=0.2432
T=12.488, x=0.4931, f=0.2432
T=12.363, x=0.7453, f=0.5554
T=12.239, x=0.0246, f=0.0006
T=12.117, x=-0.5327, f=0.2838
T=11.996, x=-1.2259, f=1.5028
T=11.876, x=-0.7527, f=0.5665
T=11.757, x=0.0981, f=0.0096
T=11.639, x=0.9365, f=0.8770
T=11.523, x=1.4898, f=2.2195
T=11.408, x=1.5106, f=2.2818
T=11.294, x=1.2381, f=1.5329
T=11.181, x=0.4867, f=0.2369
T=11.069, x=-0.0678, f=0.0046
T=10.958, x=0.7549, f=0.5699
T=10.849, x=0.1721, f=0.0296
T=10.740, x=0.7947, f=0.6315
T=10.633, x=1.4941, f=2.2324
T=10.526, x=0.8745, f=0.7647
T=10.421, x=-0.0735, f=0.0054
T=10.317, x=0.8294, f=0.6879
T=10.214, x=1.1432, f=1.3069
T=10.112, x=1.4439, f=2.0848
T=10.011, x=2.4345, f=5.9266
T=9.910, x=1.8501, f=3.4229
T=9.811, x=1.8501, f=3.4229
T=9.713, x=1.1382, f=1.2955
T=9.616, x=1.1400, f=1.2995
T=9.520, x=1.2877, f=1.6581
T=9.425, x=2.1003, f=4.4111
T=9.331, x=2.1759, f=4.7347
T=9.237, x=2.2223, f=4.9384
T=9.145, x=2.8370, f=8.0485
T=9.053, x=3.1841, f=10.1385
T=8.963, x=3.6759, f=13.5121
T=8.873, x=3.2686, f=10.6840
T=8.785, x=3.2271, f=10.4140
T=8.697, x=3.0597, f=9.3617
T=8.610, x=3.4144, f=11.6584
T=8.524, x=3.4144, f=11.6584
T=8.438, x=2.5233, f=6.3670
T=8.354, x=2.0054, f=4.0215
T=8.270, x=1.4774, f=2.1827
T=8.188, x=1.9681, f=3.8734
T=8.106, x=1.9065, f=3.6349
T=8.025, x=1.7574, f=3.0885
T=7.945, x=1.7574, f=3.0885
T=7.865, x=1.7574, f=3.0885
T=7.786, x=2.4646, f=6.0744
T=7.709, x=2.4646, f=6.0744
T=7.631, x=2.4646, f=6.0744
T=7.555, x=3.0791, f=9.4808
T=7.480, x=3.2101, f=10.3050
T=7.405, x=2.2718, f=5.1609
T=7.331, x=2.4580, f=6.0419
T=7.257, x=2.6496, f=7.0206
T=7.185, x=2.2318, f=4.9807
T=7.113, x=1.8167, f=3.3003
T=7.042, x=2.6085, f=6.8043
T=6.972, x=2.6085, f=6.8043
T=6.902, x=1.9021, f=3.6180
T=6.833, x=1.8751, f=3.5159
T=6.764, x=2.2822, f=5.2086
T=6.697, x=2.2822, f=5.2086
T=6.630, x=2.0184, f=4.0739
T=6.564, x=1.7994, f=3.2380
T=6.498, x=2.6337, f=6.9363
T=6.433, x=3.5038, f=12.2769
T=6.369, x=3.8644, f=14.9337
T=6.305, x=4.3872, f=19.2475
T=6.242, x=4.1460, f=17.1890
T=6.179, x=3.9662, f=15.7305
T=6.118, x=3.9852, f=15.8819
T=6.056, x=3.4926, f=12.1985
T=5.996, x=2.9326, f=8.6004
T=5.936, x=3.7036, f=13.7163
T=5.877, x=3.7036, f=13.7163
T=5.818, x=3.7036, f=13.7163
T=5.760, x=3.7036, f=13.7163
T=5.702, x=3.7768, f=14.2642
T=5.645, x=4.2901, f=18.4047
T=5.589, x=3.5948, f=12.9226
T=5.533, x=2.8195, f=7.9497
T=5.477, x=3.1821, f=10.1261
T=5.423, x=2.9827, f=8.8965
T=5.368, x=2.8428, f=8.0813
T=5.315, x=2.5516, f=6.5105
T=5.262, x=1.6012, f=2.5639
T=5.209, x=0.7589, f=0.5759
T=5.157, x=0.9647, f=0.9306
T=5.105, x=1.2495, f=1.5612
T=5.054, x=0.8947, f=0.8005
T=5.004, x=0.1039, f=0.0108
T=4.954, x=-0.8238, f=0.6787
T=4.904, x=-0.8078, f=0.6525
T=4.855, x=-0.2629, f=0.0691
T=4.806, x=-1.2297, f=1.5123
T=4.758, x=-0.7637, f=0.5833
T=4.711, x=-1.0380, f=1.0774
T=4.664, x=-1.4814, f=2.1946
T=4.617, x=-2.4610, f=6.0563
T=4.571, x=-2.0786, f=4.3205
T=4.525, x=-2.2855, f=5.2236
T=4.480, x=-1.8623, f=3.4683
T=4.435, x=-1.3418, f=1.8004
T=4.391, x=-0.5242, f=0.2748
T=4.347, x=-0.4870, f=0.2372
T=4.303, x=-0.7400, f=0.5476
T=4.260, x=-0.8395, f=0.7048
T=4.218, x=-1.0040, f=1.0080
T=4.176, x=-0.1303, f=0.0170
T=4.134, x=-0.1303, f=0.0170
T=4.093, x=-0.0588, f=0.0035
T=4.052, x=0.7872, f=0.6197
T=4.011, x=1.6241, f=2.6379
T=3.971, x=2.1489, f=4.6179
T=3.931, x=2.1489, f=4.6179
T=3.892, x=1.2344, f=1.5237
T=3.853, x=1.6124, f=2.5997
T=3.815, x=1.6124, f=2.5997
T=3.776, x=0.6881, f=0.4735
T=3.739, x=0.3653, f=0.1335
T=3.701, x=0.9055, f=0.8199
T=3.664, x=0.9956, f=0.9911
T=3.628, x=0.9956, f=0.9911
T=3.591, x=0.7475, f=0.5587
T=3.555, x=1.6448, f=2.7055
T=3.520, x=1.2098, f=1.4636
T=3.485, x=0.9706, f=0.9421
T=3.450, x=0.3609, f=0.1302
T=3.415, x=-0.0663, f=0.0044
T=3.381, x=-0.8560, f=0.7328
T=3.347, x=-0.8560, f=0.7328
T=3.314, x=-0.9802, f=0.9609
T=3.281, x=-1.2181, f=1.4839
T=3.248, x=-0.8052, f=0.6484
T=3.215, x=-0.6239, f=0.3892
T=3.183, x=-0.6985, f=0.4879
T=3.151, x=-0.7602, f=0.5779
T=3.120, x=-1.1443, f=1.3095
T=3.089, x=-1.1443, f=1.3095
T=3.058, x=-1.2550, f=1.5751
T=3.027, x=-0.9007, f=0.8113
T=2.997, x=-1.6093, f=2.5900
T=2.967, x=-1.7220, f=2.9653
T=2.937, x=-1.1368, f=1.2922
T=2.908, x=-0.5714, f=0.3265
T=2.879, x=-1.2801, f=1.6385
T=2.850, x=-1.2801, f=1.6385
T=2.822, x=-0.6025, f=0.3630
T=2.793, x=-0.6025, f=0.3630
T=2.765, x=-0.9945, f=0.9889
T=2.738, x=-1.2677, f=1.6071
T=2.710, x=-1.6684, f=2.7836
T=2.683, x=-1.0539, f=1.1107
T=2.656, x=-1.0539, f=1.1107
T=2.630, x=-0.1021, f=0.0104
T=2.604, x=0.5774, f=0.3333
T=2.578, x=0.3700, f=0.1369
T=2.552, x=-0.4571, f=0.2090
T=2.526, x=-0.4571, f=0.2090
T=2.501, x=0.1007, f=0.0101
T=2.476, x=-0.7323, f=0.5363
T=2.451, x=0.2605, f=0.0679
T=2.427, x=-0.5435, f=0.2954
T=2.402, x=-0.5435, f=0.2954
T=2.378, x=-0.1812, f=0.0328
T=2.355, x=-0.8416, f=0.7084
T=2.331, x=-1.5182, f=2.3049
T=2.308, x=-1.0433, f=1.0885
T=2.285, x=-0.4156, f=0.1727
T=2.262, x=0.2794, f=0.0781
T=2.239, x=-0.2327, f=0.0541
T=2.217, x=0.3221, f=0.1038
T=2.195, x=-0.4941, f=0.2441
T=2.173, x=0.1090, f=0.0119
T=2.151, x=0.2236, f=0.0500
T=2.130, x=0.7176, f=0.5150
T=2.108, x=0.2421, f=0.0586
T=2.087, x=0.8469, f=0.7172
T=2.066, x=0.5960, f=0.3553
T=2.046, x=0.5788, f=0.3350
T=2.025, x=0.2801, f=0.0784
T=2.005, x=0.4639, f=0.2152
T=1.985, x=1.2157, f=1.4779
T=1.965, x=0.2593, f=0.0672
T=1.945, x=-0.0812, f=0.0066
T=1.926, x=-0.0553, f=0.0031
T=1.907, x=-0.5311, f=0.2820
T=1.888, x=-0.5311, f=0.2820
T=1.869, x=0.0538, f=0.0029
T=1.850, x=-0.6956, f=0.4839
T=1.832, x=0.1657, f=0.0275
T=1.813, x=-0.1077, f=0.0116
T=1.795, x=-0.5511, f=0.3037
T=1.777, x=-0.7997, f=0.6395
T=1.759, x=-0.7625, f=0.5814
T=1.742, x=-0.2238, f=0.0501
T=1.724, x=-0.1760, f=0.0310
T=1.707, x=-1.0322, f=1.0654
T=1.690, x=-1.0322, f=1.0654
T=1.673, x=-0.8311, f=0.6908
T=1.656, x=-0.0472, f=0.0022
T=1.640, x=-0.7563, f=0.5719
T=1.623, x=-1.5482, f=2.3970
T=1.607, x=-1.5482, f=2.3970
T=1.591, x=-1.5482, f=2.3970
T=1.575, x=-1.2649, f=1.6000
T=1.559, x=-0.9358, f=0.8757
T=1.544, x=-0.6038, f=0.3646
T=1.528, x=-0.6329, f=0.4005
T=1.513, x=-0.6329, f=0.4005
T=1.498, x=-0.6329, f=0.4005
T=1.483, x=-0.2824, f=0.0797
T=1.468, x=-0.2824, f=0.0797
T=1.454, x=-0.2824, f=0.0797
T=1.439, x=0.2933, f=0.0860
T=1.425, x=0.4209, f=0.1771
T=1.410, x=1.0847, f=1.1765
T=1.396, x=1.1786, f=1.3891
T=1.382, x=0.8654, f=0.7489
T=1.368, x=0.3052, f=0.0932
T=1.355, x=-0.1876, f=0.0352
T=1.341, x=0.1669, f=0.0278
T=1.328, x=-0.0369, f=0.0014
T=1.315, x=0.6702, f=0.4491
T=1.301, x=0.6702, f=0.4491
T=1.288, x=-0.1411, f=0.0199
T=1.275, x=0.3613, f=0.1306
T=1.263, x=0.0912, f=0.0083
T=1.250, x=-0.4452, f=0.1982
T=1.238, x=0.0162, f=0.0003
T=1.225, x=0.5574, f=0.3107
T=1.213, x=0.5574, f=0.3107
T=1.201, x=0.5574, f=0.3107
T=1.189, x=-0.2379, f=0.0566
T=1.177, x=-0.2379, f=0.0566
T=1.165, x=-0.3911, f=0.1530
T=1.154, x=-0.7214, f=0.5205
T=1.142, x=-1.3525, f=1.8293
T=1.131, x=-0.8400, f=0.7056
T=1.119, x=0.0207, f=0.0004
T=1.108, x=0.7535, f=0.5678
T=1.097, x=0.6758, f=0.4567
T=1.086, x=0.6758, f=0.4567
T=1.075, x=0.6758, f=0.4567
T=1.064, x=0.6758, f=0.4567
T=1.054, x=0.3643, f=0.1327
T=1.043, x=-0.1273, f=0.0162
T=1.033, x=-0.3855, f=0.1486
T=1.022, x=-0.3855, f=0.1486
T=1.012, x=-0.9553, f=0.9126
T=1.002, x=-1.7057, f=2.9093
T=0.992, x=-0.7336, f=0.5382
T=0.982, x=-0.9005, f=0.8109
T=0.972, x=-0.5282, f=0.2790
T=0.963, x=0.0767, f=0.0059
T=0.953, x=0.2937, f=0.0863
T=0.943, x=1.1082, f=1.2282
T=0.934, x=0.2799, f=0.0783
T=0.925, x=-0.4613, f=0.2128
T=0.915, x=-0.4481, f=0.2008
T=0.906, x=-0.0171, f=0.0003
T=0.897, x=0.1481, f=0.0219
T=0.888, x=0.0299, f=0.0009
T=0.879, x=-0.3499, f=0.1224
T=0.871, x=0.3979, f=0.1583
T=0.862, x=-0.1040, f=0.0108
T=0.853, x=-0.1040, f=0.0108
T=0.845, x=0.4359, f=0.1900
T=0.836, x=-0.4533, f=0.2055
T=0.828, x=0.4501, f=0.2026
T=0.820, x=-0.5280, f=0.2788
T=0.811, x=-1.0012, f=1.0023
T=0.803, x=-1.0012, f=1.0023
T=0.795, x=-0.9045, f=0.8181
T=0.787, x=-0.5108, f=0.2609
T=0.779, x=-0.5108, f=0.2609
T=0.772, x=-0.5108, f=0.2609
T=0.764, x=-0.5108, f=0.2609
T=0.756, x=-0.1281, f=0.0164
T=0.749, x=0.7685, f=0.5906
T=0.741, x=1.1820, f=1.3971
T=0.734, x=0.6537, f=0.4273
T=0.727, x=0.6537, f=0.4273
T=0.719, x=0.6537, f=0.4273
T=0.712, x=0.6537, f=0.4273
T=0.705, x=0.4831, f=0.2334
T=0.698, x=0.4831, f=0.2334
T=0.691, x=-0.0922, f=0.0085
T=0.684, x=-0.0922, f=0.0085
T=0.677, x=-0.2069, f=0.0428
T=0.670, x=0.0906, f=0.0082
T=0.664, x=-0.5302, f=0.2812
T=0.657, x=-0.3525, f=0.1243
T=0.650, x=-0.8246, f=0.6800
T=0.644, x=-0.8472, f=0.7177
T=0.638, x=-0.2805, f=0.0787
T=0.631, x=-0.1542, f=0.0238
T=0.625, x=0.2106, f=0.0443
T=0.619, x=-0.3658, f=0.1338
T=0.612, x=-0.3658, f=0.1338
T=0.606, x=-0.3658, f=0.1338
T=0.600, x=0.4940, f=0.2440
T=0.594, x=0.4940, f=0.2440
T=0.588, x=-0.2743, f=0.0752
T=0.582, x=0.0501, f=0.0025
T=0.577, x=-0.6483, f=0.4203
T=0.571, x=-0.6483, f=0.4203
T=0.565, x=0.2654, f=0.0704
T=0.559, x=-0.3174, f=0.1007
T=0.554, x=0.4915, f=0.2416
T=0.548, x=-0.1239, f=0.0153
T=0.543, x=0.2322, f=0.0539
T=0.537, x=-0.3428, f=0.1175
T=0.532, x=-0.3428, f=0.1175
T=0.527, x=-0.7260, f=0.5271
T=0.521, x=-0.9562, f=0.9143
T=0.516, x=-0.8129, f=0.6609
T=0.511, x=-0.8129, f=0.6609
T=0.506, x=-0.3138, f=0.0984
T=0.501, x=-0.2831, f=0.0801
T=0.496, x=-0.0611, f=0.0037
T=0.491, x=-0.9386, f=0.8810
T=0.486, x=-1.0996, f=1.2091
T=0.481, x=-1.0996, f=1.2091
T=0.476, x=-1.0293, f=1.0594
T=0.472, x=-0.0841, f=0.0071
T=0.467, x=-0.2396, f=0.0574
T=0.462, x=0.3818, f=0.1458
T=0.458, x=-0.0805, f=0.0065
T=0.453, x=0.1944, f=0.0378
T=0.448, x=-0.2779, f=0.0772
T=0.444, x=-0.2779, f=0.0772
T=0.440, x=-0.2421, f=0.0586
T=0.435, x=-0.2421, f=0.0586
T=0.431, x=0.3846, f=0.1479
T=0.426, x=0.3846, f=0.1479
T=0.422, x=-0.3944, f=0.1555
T=0.418, x=-0.3944, f=0.1555
T=0.414, x=-0.3944, f=0.1555
T=0.410, x=0.0334, f=0.0011
T=0.406, x=0.3505, f=0.1228
T=0.402, x=0.3505, f=0.1228
T=0.398, x=0.7836, f=0.6140
T=0.394, x=0.5656, f=0.3199
T=0.390, x=0.5146, f=0.2648
T=0.386, x=-0.4457, f=0.1987
T=0.382, x=-0.9203, f=0.8470
T=0.378, x=-0.2539, f=0.0645
T=0.374, x=-0.2008, f=0.0403
T=0.371, x=0.0368, f=0.0014
T=0.367, x=0.5197, f=0.2701
T=0.363, x=0.5197, f=0.2701
T=0.360, x=-0.3305, f=0.1093
T=0.356, x=-0.1143, f=0.0131
T=0.352, x=-0.8611, f=0.7414
T=0.349, x=-0.1948, f=0.0379
T=0.345, x=-0.1948, f=0.0379
T=0.342, x=0.0041, f=0.0000
T=0.338, x=0.0041, f=0.0000
T=0.335, x=0.0041, f=0.0000
T=0.332, x=-0.7882, f=0.6213
T=0.328, x=-0.4723, f=0.2231
T=0.325, x=-0.4723, f=0.2231
T=0.322, x=0.3582, f=0.1283
T=0.319, x=0.1647, f=0.0271
T=0.315, x=-0.1747, f=0.0305
T=0.312, x=0.4608, f=0.2124
T=0.309, x=0.4608, f=0.2124
T=0.306, x=-0.1090, f=0.0119
T=0.303, x=0.4119, f=0.1697
T=0.300, x=-0.1531, f=0.0235
T=0.297, x=-0.1531, f=0.0235
T=0.294, x=-0.1531, f=0.0235
T=0.291, x=-0.1531, f=0.0235
T=0.288, x=-0.1531, f=0.0235
T=0.285, x=-0.1531, f=0.0235
T=0.282, x=-0.1531, f=0.0235
T=0.280, x=-0.1531, f=0.0235
T=0.277, x=-0.1531, f=0.0235
T=0.274, x=-0.0448, f=0.0020
T=0.271, x=0.2300, f=0.0529
T=0.269, x=-0.2126, f=0.0452
T=0.266, x=-0.2126, f=0.0452
T=0.263, x=-0.2126, f=0.0452
T=0.261, x=-0.2126, f=0.0452
T=0.258, x=0.1799, f=0.0324
T=0.255, x=0.1799, f=0.0324
T=0.253, x=0.3320, f=0.1102
T=0.250, x=0.2247, f=0.0505
T=0.248, x=0.1238, f=0.0153
T=0.245, x=-0.6077, f=0.3693
T=0.243, x=-0.6077, f=0.3693
T=0.241, x=-0.5821, f=0.3389
T=0.238, x=-0.5821, f=0.3389
T=0.236, x=-0.5821, f=0.3389
T=0.233, x=-0.7755, f=0.6014
T=0.231, x=-0.7755, f=0.6014
T=0.229, x=-0.0858, f=0.0074
T=0.226, x=-0.0792, f=0.0063
T=0.224, x=0.1246, f=0.0155
T=0.222, x=0.1246, f=0.0155
T=0.220, x=-0.5095, f=0.2596
T=0.218, x=-0.4712, f=0.2221
T=0.215, x=-0.4712, f=0.2221
T=0.213, x=-0.5020, f=0.2520
T=0.211, x=-0.0521, f=0.0027
T=0.209, x=0.2828, f=0.0800
T=0.207, x=0.2828, f=0.0800
T=0.205, x=0.2828, f=0.0800
T=0.203, x=-0.2256, f=0.0509
T=0.201, x=-0.3443, f=0.1186
T=0.199, x=-0.3099, f=0.0961
T=0.197, x=-0.3099, f=0.0961
T=0.195, x=-0.3099, f=0.0961
T=0.193, x=-0.3099, f=0.0961
T=0.191, x=-0.3099, f=0.0961
T=0.189, x=-0.3099, f=0.0961
T=0.187, x=0.1749, f=0.0306
T=0.185, x=0.1749, f=0.0306
T=0.183, x=0.1749, f=0.0306
T=0.182, x=0.1749, f=0.0306
T=0.180, x=0.1749, f=0.0306
T=0.178, x=0.1749, f=0.0306
T=0.176, x=-0.4345, f=0.1888
T=0.174, x=-0.4345, f=0.1888
T=0.173, x=-0.4321, f=0.1868
T=0.171, x=-0.4321, f=0.1868
T=0.169, x=-0.4321, f=0.1868
T=0.167, x=0.2143, f=0.0459
T=0.166, x=-0.1440, f=0.0207
T=0.164, x=-0.1440, f=0.0207
T=0.163, x=-0.1440, f=0.0207
T=0.161, x=-0.1440, f=0.0207
T=0.159, x=-0.1440, f=0.0207
T=0.158, x=-0.1440, f=0.0207
T=0.156, x=-0.0847, f=0.0072
T=0.155, x=-0.4860, f=0.2362
T=0.153, x=-0.4860, f=0.2362
T=0.151, x=0.1021, f=0.0104
T=0.150, x=-0.1161, f=0.0135
T=0.148, x=-0.1161, f=0.0135
T=0.147, x=-0.0585, f=0.0034
T=0.146, x=-0.4713, f=0.2221
T=0.144, x=-0.4713, f=0.2221
T=0.143, x=-0.4172, f=0.1741
T=0.141, x=0.2324, f=0.0540
T=0.140, x=-0.2947, f=0.0869
T=0.138, x=0.0736, f=0.0054
T=0.137, x=0.0067, f=0.0000
T=0.136, x=0.0067, f=0.0000
T=0.134, x=0.0067, f=0.0000
T=0.133, x=0.0067, f=0.0000
T=0.132, x=0.0067, f=0.0000
T=0.130, x=0.0067, f=0.0000
T=0.129, x=0.0067, f=0.0000
T=0.128, x=0.0067, f=0.0000
T=0.126, x=0.0067, f=0.0000
T=0.125, x=0.0067, f=0.0000
T=0.124, x=0.0131, f=0.0002
T=0.123, x=0.0131, f=0.0002
T=0.121, x=0.0131, f=0.0002
T=0.120, x=0.0131, f=0.0002
T=0.119, x=-0.1393, f=0.0194
T=0.118, x=0.1553, f=0.0241
T=0.117, x=0.1553, f=0.0241
T=0.115, x=-0.0402, f=0.0016
T=0.114, x=-0.0402, f=0.0016
T=0.113, x=-0.0402, f=0.0016
T=0.112, x=-0.0402, f=0.0016
T=0.111, x=-0.0402, f=0.0016
T=0.110, x=0.7927, f=0.6284
T=0.109, x=0.2112, f=0.0446
T=0.108, x=0.2112, f=0.0446
T=0.107, x=0.2112, f=0.0446
T=0.105, x=-0.0050, f=0.0000
T=0.104, x=-0.0050, f=0.0000
T=0.103, x=-0.0050, f=0.0000
T=0.102, x=-0.0050, f=0.0000
T=0.101, x=-0.0050, f=0.0000
T=0.100, x=-0.0050, f=0.0000
T=0.099, x=-0.0050, f=0.0000
T=0.098, x=-0.0050, f=0.0000
T=0.097, x=-0.0050, f=0.0000
T=0.096, x=0.0394, f=0.0016
T=0.095, x=-0.0053, f=0.0000
T=0.094, x=-0.0053, f=0.0000
T=0.094, x=-0.0551, f=0.0030
T=0.093, x=-0.0551, f=0.0030
T=0.092, x=-0.0551, f=0.0030
T=0.091, x=-0.1533, f=0.0235
T=0.090, x=0.1322, f=0.0175
T=0.089, x=0.1322, f=0.0175
T=0.088, x=0.1322, f=0.0175
T=0.087, x=0.1322, f=0.0175
T=0.086, x=0.1322, f=0.0175
T=0.085, x=0.1322, f=0.0175
T=0.085, x=-0.3600, f=0.1296
T=0.084, x=-0.3600, f=0.1296
T=0.083, x=0.4293, f=0.1843
T=0.082, x=0.4293, f=0.1843
T=0.081, x=-0.4854, f=0.2356
T=0.080, x=0.3636, f=0.1322
T=0.080, x=0.3636, f=0.1322
T=0.079, x=-0.3654, f=0.1335
T=0.078, x=0.1536, f=0.0236
T=0.077, x=-0.0650, f=0.0042
T=0.076, x=0.0439, f=0.0019
T=0.076, x=0.0439, f=0.0019
T=0.075, x=0.0439, f=0.0019
T=0.074, x=0.0439, f=0.0019
T=0.073, x=0.2537, f=0.0644
T=0.073, x=0.2537, f=0.0644
T=0.072, x=0.1097, f=0.0120
T=0.071, x=-0.4228, f=0.1788
T=0.071, x=-0.4228, f=0.1788
T=0.070, x=-0.4228, f=0.1788
T=0.069, x=-0.4228, f=0.1788
T=0.068, x=-0.4228, f=0.1788
T=0.068, x=-0.4228, f=0.1788
T=0.067, x=-0.4228, f=0.1788
T=0.066, x=-0.4228, f=0.1788
T=0.066, x=-0.4228, f=0.1788
T=0.065, x=-0.4228, f=0.1788
T=0.064, x=-0.4228, f=0.1788
T=0.064, x=-0.4228, f=0.1788
T=0.063, x=-0.4228, f=0.1788
T=0.063, x=-0.4228, f=0.1788
T=0.062, x=-0.4228, f=0.1788
T=0.061, x=-0.4228, f=0.1788
T=0.061, x=-0.2201, f=0.0485
T=0.060, x=-0.2201, f=0.0485
T=0.059, x=0.1764, f=0.0311
T=0.059, x=0.1764, f=0.0311
T=0.058, x=0.1764, f=0.0311
T=0.058, x=0.1764, f=0.0311
T=0.057, x=0.1764, f=0.0311
T=0.057, x=0.1764, f=0.0311
T=0.056, x=0.1764, f=0.0311
T=0.055, x=0.1764, f=0.0311
T=0.055, x=0.1764, f=0.0311
T=0.054, x=-0.1590, f=0.0253
T=0.054, x=-0.0273, f=0.0007
T=0.053, x=-0.0691, f=0.0048
T=0.053, x=-0.0691, f=0.0048
T=0.052, x=-0.0691, f=0.0048
T=0.052, x=-0.0691, f=0.0048
T=0.051, x=-0.0691, f=0.0048
T=0.051, x=-0.0691, f=0.0048
T=0.050, x=-0.0691, f=0.0048
T=0.050, x=-0.0691, f=0.0048
T=0.049, x=-0.0691, f=0.0048
T=0.049, x=-0.0096, f=0.0001
T=0.048, x=-0.0096, f=0.0001
T=0.048, x=-0.0096, f=0.0001
T=0.047, x=-0.0096, f=0.0001
T=0.047, x=-0.0096, f=0.0001
T=0.046, x=0.2561, f=0.0656
T=0.046, x=0.1207, f=0.0146
T=0.045, x=0.1207, f=0.0146
T=0.045, x=-0.0817, f=0.0067
T=0.044, x=-0.1398, f=0.0195
T=0.044, x=-0.1398, f=0.0195
T=0.044, x=-0.1398, f=0.0195
T=0.043, x=-0.1398, f=0.0195
T=0.043, x=-0.1398, f=0.0195
T=0.042, x=-0.1398, f=0.0195
T=0.042, x=-0.1398, f=0.0195
T=0.041, x=-0.1398, f=0.0195
T=0.041, x=-0.1398, f=0.0195
T=0.041, x=-0.1398, f=0.0195
T=0.040, x=-0.1398, f=0.0195
T=0.040, x=-0.1398, f=0.0195
T=0.039, x=-0.1398, f=0.0195
T=0.039, x=-0.1394, f=0.0194
T=0.039, x=0.1615, f=0.0261
T=0.038, x=-0.0276, f=0.0008
T=0.038, x=-0.0276, f=0.0008
T=0.037, x=-0.0276, f=0.0008
T=0.037, x=-0.1517, f=0.0230
T=0.037, x=-0.1517, f=0.0230
T=0.036, x=-0.1517, f=0.0230
T=0.036, x=-0.1517, f=0.0230
T=0.036, x=-0.1517, f=0.0230
T=0.035, x=-0.1517, f=0.0230
T=0.035, x=-0.1986, f=0.0394
T=0.035, x=-0.1986, f=0.0394
T=0.034, x=-0.1658, f=0.0275
T=0.034, x=-0.1658, f=0.0275
T=0.034, x=-0.1658, f=0.0275
T=0.033, x=-0.1658, f=0.0275
T=0.033, x=-0.1658, f=0.0275
T=0.033, x=-0.1658, f=0.0275
T=0.032, x=-0.1322, f=0.0175
T=0.032, x=-0.1322, f=0.0175
T=0.032, x=-0.1322, f=0.0175
T=0.031, x=-0.1322, f=0.0175
T=0.031, x=-0.1322, f=0.0175
T=0.031, x=-0.1322, f=0.0175
T=0.030, x=-0.1322, f=0.0175
T=0.030, x=-0.1817, f=0.0330
T=0.030, x=-0.1817, f=0.0330
T=0.029, x=-0.1817, f=0.0330
T=0.029, x=0.0928, f=0.0086
T=0.029, x=0.0928, f=0.0086
T=0.029, x=-0.1116, f=0.0125
T=0.028, x=-0.0925, f=0.0086
T=0.028, x=-0.0925, f=0.0086
T=0.028, x=-0.0925, f=0.0086
T=0.027, x=-0.0925, f=0.0086
T=0.027, x=0.1051, f=0.0110
T=0.027, x=0.1051, f=0.0110
T=0.027, x=-0.1556, f=0.0242
T=0.026, x=-0.0922, f=0.0085
T=0.026, x=0.1106, f=0.0122
T=0.026, x=-0.0114, f=0.0001
T=0.026, x=-0.2774, f=0.0769
T=0.025, x=-0.2774, f=0.0769
T=0.025, x=-0.2774, f=0.0769
T=0.025, x=-0.2774, f=0.0769
T=0.025, x=-0.2774, f=0.0769
T=0.024, x=-0.2774, f=0.0769
T=0.024, x=-0.2774, f=0.0769
T=0.024, x=-0.1088, f=0.0118
T=0.024, x=-0.1088, f=0.0118
T=0.023, x=-0.1525, f=0.0232
T=0.023, x=-0.1525, f=0.0232
T=0.023, x=-0.0105, f=0.0001
T=0.023, x=0.0820, f=0.0067
T=0.022, x=0.0820, f=0.0067
T=0.022, x=0.0820, f=0.0067
T=0.022, x=0.0820, f=0.0067
T=0.022, x=0.0820, f=0.0067
T=0.022, x=0.0820, f=0.0067
T=0.021, x=0.0820, f=0.0067
T=0.021, x=0.0820, f=0.0067
T=0.021, x=0.0820, f=0.0067
T=0.021, x=0.0820, f=0.0067
T=0.020, x=0.0820, f=0.0067
T=0.020, x=-0.0825, f=0.0068
T=0.020, x=-0.0825, f=0.0068
T=0.020, x=-0.0825, f=0.0068
T=0.020, x=-0.0825, f=0.0068
T=0.019, x=-0.0825, f=0.0068
T=0.019, x=-0.0825, f=0.0068
T=0.019, x=-0.0825, f=0.0068
T=0.019, x=-0.0825, f=0.0068
T=0.019, x=-0.0825, f=0.0068
T=0.019, x=-0.0825, f=0.0068
T=0.018, x=0.1823, f=0.0332
T=0.018, x=0.1823, f=0.0332
T=0.018, x=0.1823, f=0.0332
T=0.018, x=0.1823, f=0.0332
T=0.018, x=0.1823, f=0.0332
T=0.017, x=0.1823, f=0.0332
T=0.017, x=0.1823, f=0.0332
T=0.017, x=0.1823, f=0.0332
T=0.017, x=0.1823, f=0.0332
T=0.017, x=0.1823, f=0.0332
T=0.017, x=0.1823, f=0.0332
T=0.016, x=0.1823, f=0.0332
T=0.016, x=0.0113, f=0.0001
T=0.016, x=0.0113, f=0.0001
T=0.016, x=0.0113, f=0.0001
T=0.016, x=0.0091, f=0.0001
T=0.016, x=0.0091, f=0.0001
T=0.015, x=0.0091, f=0.0001
T=0.015, x=0.0091, f=0.0001
T=0.015, x=0.0091, f=0.0001
T=0.015, x=0.0091, f=0.0001
T=0.015, x=0.0091, f=0.0001
T=0.015, x=0.0091, f=0.0001
T=0.015, x=0.0091, f=0.0001
T=0.014, x=0.0091, f=0.0001
T=0.014, x=0.0091, f=0.0001
T=0.014, x=0.0091, f=0.0001
T=0.014, x=0.0091, f=0.0001
T=0.014, x=0.0091, f=0.0001
T=0.014, x=0.0091, f=0.0001
T=0.014, x=-0.0939, f=0.0088
T=0.013, x=0.0288, f=0.0008
T=0.013, x=0.0288, f=0.0008
T=0.013, x=0.0288, f=0.0008
T=0.013, x=0.0288, f=0.0008
T=0.013, x=0.0288, f=0.0008
T=0.013, x=0.0288, f=0.0008
T=0.013, x=0.0288, f=0.0008
T=0.013, x=0.0288, f=0.0008
T=0.012, x=0.0288, f=0.0008
T=0.012, x=0.0288, f=0.0008
T=0.012, x=0.0288, f=0.0008
T=0.012, x=0.0013, f=0.0000
T=0.012, x=0.0013, f=0.0000
T=0.012, x=-0.0663, f=0.0044
T=0.012, x=-0.0663, f=0.0044
T=0.012, x=-0.0663, f=0.0044
T=0.011, x=-0.0424, f=0.0018
T=0.011, x=-0.0424, f=0.0018
T=0.011, x=-0.0424, f=0.0018
T=0.011, x=0.1147, f=0.0132
T=0.011, x=0.1147, f=0.0132
T=0.011, x=0.1147, f=0.0132
T=0.011, x=0.1147, f=0.0132
T=0.011, x=0.1147, f=0.0132
T=0.011, x=0.1147, f=0.0132
T=0.010, x=0.1147, f=0.0132
T=0.010, x=-0.0401, f=0.0016
T=0.010, x=-0.0401, f=0.0016
T=0.010, x=-0.0401, f=0.0016
T=0.010, x=-0.0401, f=0.0016
T=0.010, x=-0.0401, f=0.0016
T=0.010, x=-0.0401, f=0.0016
T=0.010, x=-0.0401, f=0.0016
T=0.010, x=-0.0401, f=0.0016
T=0.010, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.0987, f=0.0097
T=0.009, x=0.1239, f=0.0153
T=0.009, x=0.1239, f=0.0153
T=0.008, x=0.1239, f=0.0153
T=0.008, x=0.1239, f=0.0153
T=0.008, x=0.1239, f=0.0153
T=0.008, x=0.1239, f=0.0153
T=0.008, x=0.1239, f=0.0153
T=0.008, x=0.1239, f=0.0153
T=0.008, x=0.1239, f=0.0153
T=0.008, x=0.0895, f=0.0080
T=0.008, x=0.0895, f=0.0080
T=0.008, x=0.0895, f=0.0080
T=0.008, x=0.0388, f=0.0015
T=0.008, x=0.0388, f=0.0015
T=0.008, x=0.0388, f=0.0015
T=0.007, x=0.0388, f=0.0015
T=0.007, x=0.0388, f=0.0015
T=0.007, x=0.0388, f=0.0015
T=0.007, x=0.0388, f=0.0015
T=0.007, x=0.0388, f=0.0015
T=0.007, x=0.0388, f=0.0015
T=0.007, x=0.0388, f=0.0015
T=0.007, x=0.0140, f=0.0002
T=0.007, x=0.0140, f=0.0002
T=0.007, x=0.0174, f=0.0003
T=0.007, x=0.0174, f=0.0003
T=0.007, x=0.0174, f=0.0003
T=0.007, x=0.0174, f=0.0003
T=0.007, x=0.0174, f=0.0003
T=0.006, x=0.0174, f=0.0003
T=0.006, x=0.0174, f=0.0003
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.006, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.005, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.004, x=-0.0368, f=0.0014
T=0.003, x=-0.0368, f=0.0014
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0469, f=0.0022
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.003, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0597, f=0.0036
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=0.0361, f=0.0013
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=-0.0088, f=0.0001
T=0.002, x=0.0332, f=0.0011
T=0.002, x=0.0332, f=0.0011
T=0.002, x=0.0332, f=0.0011
T=0.002, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=0.0332, f=0.0011
T=0.001, x=-0.0514, f=0.0026
T=0.001, x=-0.0514, f=0.0026
T=0.001, x=-0.0514, f=0.0026
T=0.001, x=-0.0514, f=0.0026
T=0.001, x=-0.0514, f=0.0026
T=0.001, x=-0.0514, f=0.0026
T=0.001, x=-0.0232, f=0.0005
T=0.001, x=-0.0232, f=0.0005
T=0.001, x=-0.0232, f=0.0005
T=0.001, x=-0.0232, f=0.0005
T=0.001, x=-0.0232, f=0.0005
T=0.001, x=0.0349, f=0.0012
T=0.001, x=0.0349, f=0.0012
T=0.001, x=0.0349, f=0.0012
T=0.001, x=0.0220, f=0.0005
T=0.001, x=0.0220, f=0.0005
T=0.001, x=0.0220, f=0.0005
T=0.001, x=0.0220, f=0.0005
T=0.001, x=0.0220, f=0.0005
T=0.001, x=0.0220, f=0.0005