Dekker1/dlmo-model
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Convert data to explicitly use patient identifiers to ensure correctness between properties

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Jip J. Dekker 2021-12-22 15:58:29 +11:00
parent 5e8d024cff
commit e67215ac1d
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2 changed files with 394 additions and 196 deletions
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23
dlmo.mzn
View File

@ -4,12 +4,21 @@ set of int: Horizon = -5..2; % (Relative) sampling times
% --- Data input ---
float: DLMO_threshold = 13.043;
array[Patient, Horizon] of float: sample;
array[Patient] of opt float: dlmo;
array[Patient, Horizon] of opt float: sample;
test has_dlmo(Patient: pt) = occurs(dlmo[pt]);
% --- Derived data ---
% For each patient: after which sample could we stop and have found dlmo? (round must then include `critical_test[PT]` and its successor to catch it).
array[Patient] of var Horizon: critical_sample = [ min([i | i in -5..1 where sample[pt, i] <= DLMO_threshold /\ sample[pt, i+1] >= DLMO_threshold]) | pt in Patient];
array[Patient] of var Horizon: critical_sample = [
if has_dlmo(pt) then
min([i | i in -5..1 where sample[pt, i] <= DLMO_threshold /\ sample[pt, i+1] >= DLMO_threshold])
else
min(Horizon)
endif
| pt in Patient];
% --- Decisions ---
% First round:
@ -23,7 +32,7 @@ var 2..length(Horizon): num_samples; % How many samples to take on the first rou
% For each patient: will their DLMO be detected on the first round?
array[Patient] of var bool: first_detected = [
critical_sample[pt] >= first_sample /\ critical_sample[pt] + 1 <= first_sample + (num_samples - 1)
has_dlmo(pt) /\ (critical_sample[pt] >= first_sample /\ critical_sample[pt] + 1 <= first_sample + (num_samples - 1))
| pt in Patient
];
@ -31,7 +40,7 @@ array[Patient] of var bool: first_detected = [
% --- Constraint ---
% The DLMO should be detected on the second round (if not detected on the first round)
constraint forall (pt in Patient) (
constraint forall (pt in Patient where has_dlmo(pt)) (
first_detected[pt]
% Before first round
\/ (critical_sample[pt] >= first_sample - (num_samples - 1) /\ critical_sample[pt] + 1 <= first_sample)
@ -44,18 +53,18 @@ constraint forall (pt in Patient) (
% Pareto Front objectives
var int: total_tests ::output =
% Number of tests on first round
(length(Patient) * num_samples)
(length([pt | pt in Patient where has_dlmo(pt)]) * num_samples)
% Number of test on second round
+ (count(pt in Patient) (not first_detected[pt]) * num_samples);
var int: total_not_detected ::output = length(Patient) - count(first_detected);
var int: total_not_detected ::output = length([pt | pt in Patient where has_dlmo(pt)]) - count(first_detected);
% --- Output ---
output ["First Round:\n"]
++ [format(2, i) ++ " " | i in Horizon] ++ ["\n |"]
++ [if i in fix(first_sample)..fix(first_sample + (num_samples-1) - 1) then "====|" else "----|" endif | i in -5..1]
++ ["\n\nFirst try (%): \(count(first_detected) / length(Patient) * 100)\n"]
++ ["\n\nFirst try (%): \(count(first_detected) / length([pt | pt in Patient where has_dlmo(pt)]) * 100)\n"]
++ ["\n\nSecond Round:\n"]
++ [format(2, i) ++ " " | i in Horizon] ++ ["\n |"]
++ [if i in fix(first_sample-(num_samples-1))..fix(first_sample-1) \/ i in fix(first_sample + (num_samples - 1))..fix(first_sample + (num_samples - 1) + (num_samples - 1) - 1) then "====|" else "----|" endif | i in -5..1]

567
full.dzn
View File

@ -1,190 +1,379 @@
% Note: we currently do not consider the patients for which no DLMO can be determined
% (in any model they would currently add a fixed cost)
Patient = PT(1..182);
Patient = { PT4001, PT4010, PT4012, PT4016, PT4017, PT4018, PT4019, PT4020, PT4021, PT4022, PT4023, PT4024, PT4027, PT4028, PT4029, PT4031, PT4033, PT4035, PT4036, PT4037, PT4038, PT4039, PT4040, PT4042, PT4044, PT4048, PT4049, PT4050, PT4052, PT4053, PT4055, PT4056, PT4058, PT4060, PT4061, PT4062, PT4063, PT4064, PT4065, PT4066, PT4067, PT4068, PT4069, PT4070, PT4071, PT4072, PT4073, PT4076, PT4077, PT4078, PT4081, PT4082, PT4083, PT4084, PT4085, PT4088, PT4090, PT4095, PT4100, PT4101, PT4102, PT4103, PT4105, PT4106, PT4107, PT4108, PT4109, PT4110, PT4111, PT4112, PT4114, PT4115, PT4116, PT4117, PT4118, PT4119, PT4121, PT4122, PT4123, PT4124, PT4126, PT4129, PT4130, PT4131, PT4132, PT4133, PT4134, PT4136, PT4137, PT4138, PT4143, PT4145, PT4146, PT4147, PT4149, PT4150, PT4151, PT4153, PT4156, PT4157, PT4158, PT4159, PT4160, PT4162, PT4163, PT4164, PT4165, PT4166, PT4167, PT4168, PT4171, PT4172, PT4173, PT4174, PT4175, PT4178, PT5001, PT5002, PT5003, PT5004, PT5005, PT5006, PT5009, PT5011, PT5012, PT5013, PT5016, PT5018, PT5021, PT5023, PT5024, PT5025, PT5026, PT5027, PT5028, PT6001, PT6003, PT6004, PT6006, PT6007, PT6008, PT6009, PT6011, PT6012, PT6013, PT6015, PT6016, PT6018, PT6019, PT6020, PT6021, PT6023, PT6024, PT6028, PT6029, PT6032, PT6039, PT6041, PT6043, PT6044, PT6046, PT6047, PT6048, PT6051, PT6052, PT6054, PT6056, PT6057, PT6062, PT6063, PT6064, PT6069, PT6071, PT6072, PT6074, PT6076, PT6077, PT6081, PT6082, PT6085, PT6088, PT6092, PT6093, PT6094, PT6096, PT6099};
sample = array2d(Patient, Horizon, [|4.97, 5.19, 4.84, 12.12, 44.09, 76.90, 77.93, 86.89|
0.00, 0.00, 0.00, 6.50, 34.29, 47.99, 50.50, 79.16|
0.00, 9.39, 7.50, 23.42, 28.23, 38.96, 40.67, 44.68|
0.00, 0.00, 0.00, 6.44, 35.58, 39.08, 77.71, 76.78|
0.00, 7.85, 18.19, 33.64, 42.33, 57.58, 58.56, 72.36|
0.00, 6.56, 28.72, 55.35, 81.48, 90.26, 114.08, 110.23|
4.54, 5.09, 5.57, 35.97, 55.70, 99.52, 105.59, 130.38|
5.37, 0.00, 6.58, 6.99, 8.19, 18.11, 32.69, 44.02|
0.00, 0.00, 0.00, 0.00, 47.95, 60.65, 59.75, 90.52|
5.13, 4.29, 14.02, 49.11, 74.69, 105.65, 118.19, 103.78|
0.00, 0.00, 0.00, 4.41, 22.73, 36.32, 42.12, 28.73|
6.87, 6.16, 5.89, 7.78, 19.12, 64.71, 102.07, 97.34|
0.00, 6.02, 0.00, 6.23, 11.57, 35.20, 94.44, 120.66|
8.12, 6.65, 9.37, 12.83, 17.46, 72.01, 42.14, 54.59|
0.00, 0.00, 0.00, 7.46, 30.10, 46.28, 52.28, 59.77|
0.00, 4.59, 25.89, 75.61, 105.39, 141.76, 177.26, 159.12|
14.96, 7.77, 5.51, 39.53, 108.90, 80.21, 140.08, 98.11|
0.00, 0.00, 4.55, 10.25, 28.39, 46.41, 51.09, 49.02|
4.82, 8.89, 10.15, 26.82, 28.01, 40.84, 39.39, 42.80|
0.00, 0.00, 0.00, 0.00, 8.89, 30.70, 43.51, 59.28|
10.88, 8.88, 14.69, 56.99, 86.15, 104.51, 55.64, 110.84|
7.81, 8.36, 11.69, 46.93, 105.81, 129.98, 120.09, 116.77|
4.40, 0.00, 0.00, 0.00, 43.20, 73.60, 87.40, 91.40|
10.68, 10.79, 18.36, 27.50, 45.50, 51.97, 55.66, 30.57|
0.00, 5.95, 6.15, 26.40, 62.07, 75.43, 87.14, 83.09|
0.00, 0.00, 4.47, 20.93, 46.91, 64.55, 61.22, 83.95|
5.63, 5.49, 11.11, 22.32, 34.06, 84.91, 94.01, 108.89|
4.67, 4.87, 99.00, 20.55, 133.68, 98.20, 98.27, 99.00|
6.01, 4.92, 0.00, 9.90, 37.57, 58.72, 203.30, 78.84|
5.03, 5.20, 20.34, 61.96, 80.45, 37.42, 96.46, 118.70|
4.87, 26.81, 61.75, 63.61, 41.87, 85.16, 57.65, 62.28|
13.48, 12.89, 81.21, 121.83, 150.09, 126.28, 192.29, 173.41|
% 6.30, 4.90, 4.90, 4.40, 0.00, 5.30, 12.50, 12.30|
0.00, 0.00, 29.20, 80.60, 107.60, 136.10, 162.70, 134.90|
5.09, 18.19, 44.45, 53.86, 87.03, 87.61, 92.43, 71.11|
0.00, 6.50, 10.70, 11.40, 39.00, 42.10, 43.10, 22.60|
0.00, 4.98, 15.59, 51.45, 110.54, 92.19, 99.66, 106.87|
0.00, 0.00, 0.00, 4.50, 21.54, 42.38, 52.73, 53.80|
0.00, 0.00, 28.85, 81.47, 119.08, 143.88, 168.47, 151.34|
7.40, 10.50, 13.70, 10.30, 44.50, 74.70, 80.60, 96.30|
0.00, 0.00, 18.96, 53.70, 100.30, 98.26, 99.79, 105.86|
0.00, 0.00, 0.00, 17.90, 39.90, 44.60, 64.20, 83.60|
0.00, 0.00, 25.38, 52.60, 76.69, 89.95, 77.72, 83.67|
4.30, 4.30, 4.36, 5.47, 16.96, 36.32, 45.99, 42.82|
0.00, 4.40, 10.00, 39.10, 42.90, 45.60, 30.40, 62.00|
4.40, 0.00, 4.50, 6.70, 41.60, 89.30, 113.30, 117.10|
0.00, 0.00, 0.00, 9.10, 29.00, 53.10, 48.60, 94.10|
0.00, 0.00, 0.00, 12.30, 42.40, 59.40, 73.20, 85.70|
0.00, 4.90, 0.00, 5.30, 28.30, 45.20, 55.80, 88.50|
4.60, 31.39, 70.46, 84.31, 105.12, 116.62, 98.98, 116.68|
0.00, 0.00, 0.00, 8.15, 49.21, 95.04, 123.12, 127.27|
0.00, 0.00, 0.00, 0.00, 0.00, 4.53, 21.93, 36.53|
4.80, 0.00, 0.00, 5.50, 17.40, 42.80, 36.50, 30.20|
4.83, 0.00, 0.00, 21.46, 62.93, 98.07, 104.25, 123.67|
0.00, 0.00, 4.70, 7.67, 14.25, 21.76, 20.83, 20.28|
0.00, 4.44, 9.55, 29.27, 85.78, 126.10, 159.90, 181.05|
0.00, 0.00, 0.00, 31.97, 61.88, 89.17, 84.67, 80.79|
0.00, 0.00, 12.46, 43.99, 58.51, 85.83, 103.51, 87.77|
0.00, 0.00, 28.46, 46.76, 50.49, 70.97, 53.20, 71.15|
4.61, 6.52, 59.50, 79.97, 103.44, 100.75, 124.88, 119.70|
0.00, 5.36, 44.07, 62.02, 62.25, 79.68, 95.32, 80.29|
0.00, 0.00, 10.69, 12.83, 17.66, 22.74, 27.42, 31.27|
0.00, 0.00, 4.80, 28.05, 50.94, 64.22, 54.55, 37.87|
4.30, 4.31, 5.05, 9.28, 42.51, 77.53, 79.92, 102.79|
0.00, 0.00, 0.00, 10.02, 93.17, 127.61, 213.48, 224.09|
0.00, 0.00, 17.40, 46.30, 72.05, 68.78, 65.22, 67.88|
4.30, 4.30, 4.80, 32.87, 84.36, 93.10, 109.63, 124.86|
5.39, 4.44, 4.41, 0.00, 7.50, 45.71, 79.67, 98.26|
17.00, 4.69, 5.08, 4.70, 17.75, 42.70, 55.89, 63.86|
0.00, 0.00, 47.00, 18.17, 29.36, 36.30, 49.55, 60.52|
0.00, 6.01, 0.00, 11.20, 30.93, 49.27, 52.18, 60.08|
0.00, 0.00, 0.00, 0.00, 0.00, 11.30, 22.88, 36.02|
0.00, 22.00, 15.54, 99.68, 117.18, 313.40, 119.80, 153.18|
0.00, 5.87, 10.40, 16.65, 21.37, 23.79, 24.27, 28.56|
0.00, 0.00, 8.80, 28.92, 43.46, 54.51, 48.92, 49.44|
0.00, 0.00, 0.00, 0.00, 15.62, 30.74, 42.84, 44.99|
0.00, 0.00, 0.00, 7.78, 31.20, 46.08, 56.69, 75.77|
0.00, 12.56, 30.28, 45.89, 57.34, 75.90, 59.86, 60.32|
4.30, 4.30, 4.64, 20.71, 34.36, 44.93, 47.62, 40.02|
2.93, 2.74, 8.88, 51.92, 133.76, 139.63, 170.27, 167.76|
5.71, 4.30, 4.30, 4.32, 16.28, 86.81, 101.54, 126.13|
0.00, 0.00, 0.00, 0.00, 4.77, 20.42, 42.98, 43.51|
0.00, 0.00, 7.18, 41.17, 57.24, 65.86, 80.03, 73.89|
0.00, 22.38, 50.23, 71.09, 77.91, 85.20, 149.13, 91.72|
% 22.97, 47.85, 73.19, 64.78, 62.53, 76.47, 61.64, 51.15|
0.00, 0.00, 0.00, 27.74, 63.32, 79.23, 86.92, 64.19|
0.00, 0.00, 0.00, 20.93, 60.17, 69.74, 47.88, 57.97|
5.26, 16.03, 22.16, 33.62, 37.46, 23.13, 31.81, 49.78|
0.00, 0.00, 0.00, 13.63, 40.36, 47.44, 80.64, 45.01|
4.30, 4.30, 4.30, 4.35, 43.90, 118.68, 102.05, 200.41|
0.00, 0.00, 0.00, 5.82, 17.74, 42.03, 50.00, 45.82|
10.98, 37.05, 63.98, 91.31, 123.08, 102.46, 90.99, 96.30|
5.96, 5.26, 5.20, 20.67, 38.00, 73.44, 125.74, 175.59|
1.67, 1.88, 0.00, 28.31, 60.58, 85.03, 108.97, 117.34|
1.34, 0.00, 14.67, 16.42, 20.36, 26.76, 30.29, 33.76|
4.54, 2.56, 2.37, 0.00, 29.86, 84.49, 97.76, 149.29|
4.35, 4.86, 5.80, 23.29, 44.28, 60.99, 71.09, 76.39|
0.00, 0.00, 0.00, 0.00, 0.00, 5.28, 21.22, 34.09|
4.82, 0.00, 0.00, 0.00, 14.63, 79.94, 164.28, 168.67|
5.02, 5.12, 7.46, 7.40, 27.09, 80.03, 123.93, 166.03|
0.00, 0.00, 0.00, 22.70, 86.12, 132.42, 139.95, 137.92|
12.05, 11.24, 23.41, 72.70, 149.83, 200.04, 202.82, 162.09|
0.00, 0.00, 0.00, 0.00, 5.29, 9.05, 23.84, 37.83|
0.00, 0.00, 0.00, 0.00, 23.52, 46.50, 93.15, 114.94|
0.00, 0.00, 0.00, 0.00, 8.26, 27.27, 33.72, 55.11|
0.00, 0.00, 36.84, 82.89, 105.54, 87.70, 91.38, 73.71|
5.61, 4.30, 4.35, 4.30, 5.98, 15.34, 65.71, 109.01|
0.00, 4.42, 0.00, 5.00, 27.55, 63.69, 105.86, 115.72|
0.00, 5.21, 4.49, 12.66, 14.28, 27.04, 39.67, 41.77|
0.00, 0.00, 0.00, 0.00, 12.70, 24.02, 51.70, 59.93|
0.00, 6.45, 5.56, 8.60, 30.76, 49.76, 56.23, 63.79|
4.30, 4.30, 5.08, 26.72, 65.11, 77.24, 92.57, 104.37|
4.51, 53.83, 92.20, 112.56, 130.80, 113.71, 139.85, 143.99|
6.24, 5.17, 8.25, 14.92, 48.79, 57.21, 38.88, 227.42|
7.70, 22.71, 23.02, 25.76, 28.13, 31.16, 16.49, 21.28|
6.40, 4.30, 4.35, 11.27, 53.57, 93.47, 124.54, 133.82|
4.30, 4.30, 4.30, 4.30, 4.34, 60.84, 60.84, 33.47|
0.00, 17.71, 31.52, 46.63, 51.47, 54.59, 61.72, 52.48|
0.00, 0.00, 0.00, 0.00, 5.53, 36.20, 57.51, 62.23|
4.72, 5.40, 11.01, 40.27, 55.94, 61.97, 76.10, 43.84|
7.90, 8.05, 38.11, 38.11, 38.11, 38.11, 171.00, 171.00|
0.00, 0.00, 31.89, 73.13, 98.75, 133.02, 121.90, 150.39|
0.00, 6.43, 27.58, 41.73, 59.05, 84.57, 99.09, 97.78|
0.00, 0.00, 0.00, 0.00, 15.88, 47.96, 64.92, 64.76|
0.00, 0.00, 0.00, 0.00, 0.00, 21.35, 87.33, 103.86|
0.00, 0.00, 4.58, 15.75, 16.36, 31.11, 33.61, 35.94|
1.19, 8.17, 24.66, 44.71, 56.07, 63.69, 48.67, 54.29|
0.00, 0.00, 41.38, 67.70, 125.74, 138.76, 123.50, 133.17|
7.92, 10.80, 5.60, 12.81, 83.96, 153.38, 156.40, 170.01|
0.00, 0.00, 41.94, 94.82, 117.98, 148.65, 154.05, 149.55|
0.00, 0.00, 0.00, 0.00, 5.16, 41.94, 80.96, 111.44|
0.00, 0.00, 18.91, 30.59, 43.55, 38.02, 33.15, 33.05|
0.00, 0.00, 0.00, 7.23, 37.02, 69.36, 71.25, 79.08|
0.00, 0.00, 26.16, 50.96, 85.26, 139.04, 110.83, 108.32|
20.32, 4.30, 4.50, 19.75, 35.82, 39.73, 71.45, 91.00|
4.63, 4.42, 0.00, 0.00, 6.58, 51.11, 86.67, 133.05|
3.95, 5.46, 4.75, 11.99, 20.46, 29.34, 40.43, 56.02|
0.00, 0.00, 0.00, 17.50, 35.50, 44.50, 46.60, 54.10|
4.63, 0.00, 11.68, 60.55, 84.95, 113.23, 115.49, 110.55|
4.60, 7.09, 48.41, 108.07, 163.77, 145.91, 223.76, 268.54|
10.90, 57.80, 122.30, 221.60, 213.40, 229.60, 181.40, 147.00|
0.00, 4.80, 4.60, 8.60, 27.70, 47.80, 39.50, 38.10|
7.40, 26.10, 39.20, 26.80, 39.30, 64.10, 62.30, 45.30|
4.80, 0.00, 11.20, 33.20, 65.10, 84.70, 100.80, 107.60|
0.00, 0.00, 0.00, 0.00, 21.00, 40.80, 49.80, 70.90|
5.20, 27.50, 55.40, 55.80, 58.90, 46.60, 54.20, 61.60|
6.30, 0.00, 4.80, 6.10, 25.80, 42.70, 58.40, 70.20|
4.30, 4.30, 14.40, 21.03, 30.10, 36.41, 33.18, 34.39|
0.00, 0.00, 32.80, 77.20, 127.60, 129.90, 164.40, 134.10|
0.00, 0.00, 0.00, 0.00, 0.00, 12.00, 20.20, 28.10|
0.00, 0.00, 0.00, 0.00, 0.00, 5.21, 51.61, 60.09|
0.00, 0.00, 0.00, 9.50, 21.80, 32.00, 38.50, 43.10|
0.00, 0.00, 0.00, 26.50, 40.00, 77.80, 96.40, 111.20|
0.00, 11.00, 22.90, 32.90, 41.70, 31.90, 30.00, 30.60|
0.00, 9.90, 36.80, 54.80, 55.00, 63.10, 55.00, 57.00|
0.00, 0.00, 18.33, 69.24, 127.84, 160.72, 158.61, 149.17|
0.00, 0.00, 22.82, 48.72, 79.89, 90.70, 70.58, 50.38|
0.00, 0.00, 5.68, 30.92, 56.18, 72.43, 66.86, 63.57|
4.30, 4.30, 5.40, 14.36, 29.36, 24.36, 28.49, 39.21|
0.00, 0.00, 0.00, 0.00, 11.21, 26.14, 41.31, 52.55|
% 36.02, 48.56, 53.76, 51.87, 52.43, 56.25, 45.98, 46.82|
0.00, 0.00, 0.00, 0.00, 0.00, 5.37, 26.35, 38.29|
0.00, 32.51, 48.57, 81.69, 135.84, 106.51, 101.68, 80.68|
4.30, 4.30, 4.30, 24.39, 74.00, 135.56, 162.35, 189.05|
0.00, 0.00, 12.16, 33.68, 47.06, 52.28, 51.30, 60.57|
7.02, 26.42, 49.18, 56.19, 58.87, 58.80, 59.25, 46.18|
0.00, 0.00, 0.00, 4.64, 33.94, 50.50, 70.55, 85.56|
0.00, 0.00, 15.04, 83.92, 59.60, 69.90, 71.35, 136.81|
0.00, 8.25, 101.73, 49.97, 52.34, 80.84, 66.21, 57.82|
0.00, 0.00, 0.00, 7.74, 48.52, 84.95, 101.25, 125.75|
0.00, 0.00, 0.00, 6.94, 27.47, 30.94, 47.81, 55.85|
1.19, 6.92, 22.94, 34.28, 51.26, 77.97, 102.60, 119.15|
1.57, 1.88, 6.00, 27.42, 50.93, 60.45, 60.32, 59.98|
0.00, 0.00, 0.00, 0.00, 0.00, 5.26, 41.27, 71.66|
0.00, 4.52, 12.09, 61.07, 111.06, 146.78, 156.34, 129.06|
0.00, 37.04, 80.05, 133.99, 162.85, 179.17, 197.68, 289.61|
0.00, 0.00, 10.95, 22.03, 65.03, 101.97, 112.27, 117.39|
0.00, 0.00, 59.66, 134.23, 173.57, 204.06, 184.29, 156.13|
1.00, 0.98, 2.04, 8.83, 25.97, 39.06, 51.50, 64.34|
% 16.39, 64.71, 99.83, 113.69, 133.73, 137.84, 124.19, 113.60|
0.00, 0.00, 0.00, 0.00, 0.00, 25.01, 49.04, 84.47|
0.00, 0.00, 5.47, 40.55, 91.17, 153.73, 161.62, 138.69|
0.00, 0.00, 0.00, 0.00, 65.94, 47.36, 62.11, 65.17|
0.00, 4.42, 0.00, 6.04, 20.05, 34.11, 48.37, 52.13|
0.00, 0.00, 5.46, 41.75, 97.94, 102.38, 118.73, 109.30|
0.00, 0.00, 4.58, 52.37, 55.64, 58.75, 86.94, 68.68|]);
dlmo = [
PT4001: 22.03,
PT4010: 23.32,
PT4012: 23.85,
PT4016: 21.48,
PT4017: 21.50,
PT4018: 23.29,
PT4019: 22.50,
PT4020: 23.49,
PT4021: 22.77,
PT4022: 22.15,
PT4023: 22.97,
PT4024: 23.71,
PT4027: 24.56,
PT4028: 24.55,
PT4029: 21.75,
PT4031: 21.40,
PT4033: 21.72,
PT4035: 24.40,
PT4036: 23.67,
PT4037: 23.44,
PT4038: 22.22,
PT4039: 21.30,
PT4040: 24.05,
PT4042: 22.30,
PT4044: 21.84,
PT4048: 23.02,
PT4049: 22.34,
PT4050: 20.34,
PT4052: 23.44,
PT4053: 19.52,
PT4055: 19.87,
PT4056: 23.00,
PT4058: <>,
PT4060: 21.45,
PT4061: 21.11,
PT4062: 23.81,
PT4063: 22.26,
PT4064: 23.00,
PT4065: 22.70,
PT4066: 23.08,
PT4067: 22.69,
PT4068: 22.23,
PT4069: 21.68,
PT4070: 26.66,
PT4071: 21.35,
PT4072: 23.93,
PT4073: 23.95,
PT4076: 23.77,
PT4077: 22.34,
PT4078: 18.82,
PT4081: 22.12,
PT4082: 24.49,
PT4083: 25.63,
PT4084: 24.61,
PT4085: 22.32,
PT4088: 21.68,
PT4090: 24.41,
PT4095: 21.02,
PT4100: 20.46,
PT4101: 20.12,
PT4102: 21.70,
PT4103: 21.54,
PT4105: 22.85,
PT4106: 21.70,
PT4107: 22.54,
PT4108: 22.25,
PT4109: 21.29,
PT4110: 22.65,
PT4111: 22.64,
PT4112: 19.28,
PT4114: 22.09,
PT4115: 24.65,
PT4116: 20.59,
PT4117: 21.17,
PT4118: 20.71,
PT4119: 24.34,
PT4121: 24.22,
PT4122: 21.03,
PT4123: 22.02,
PT4124: 21.10,
PT4126: 23.06,
PT4129: 25.03,
PT4130: 21.17,
PT4131: 20.16,
PT4132: <>,
PT4133: 21.47,
PT4134: 21.62,
PT4136: 22.36,
PT4137: 21.46,
PT4138: 24.39,
PT4143: 21.78,
PT4145: 20.58,
PT4146: 22.96,
PT4147: 22.46,
PT4149: 21.04,
PT4150: 21.94,
PT4151: 23.41,
PT4153: 25.99,
PT4156: 24.39,
PT4157: 21.62,
PT4158: 22.32,
PT4159: 23.07,
PT4160: 25.02,
PT4162: 23.38,
PT4163: 24.25,
PT4164: 19.35,
PT4165: 23.75,
PT4166: 21.36,
PT4167: 22.24,
PT4168: 21.50,
PT4171: 21.70,
PT4172: 22.37,
PT4173: 20.67,
PT4174: 22.05,
PT4175: 21.86,
PT4178: 20.79,
PT5001: 23.15,
PT5002: 23.24,
PT5003: 23.99,
PT5004: 22.40,
PT5005: 23.50,
PT5006: 20.16,
PT5009: 19.71,
PT5011: 23.27,
PT5012: 23.78,
PT5013: 21.74,
PT5016: 22.88,
PT5018: 21.19,
PT5021: 22.67,
PT5023: 20.26,
PT5024: 25.21,
PT5025: 22.71,
PT5026: 24.45,
PT5027: 20.52,
PT5028: 22.53,
PT6001: 22.65,
PT6003: 23.45,
PT6004: 23.75,
PT6006: 21.03,
PT6007: 22.14,
PT6008: 20.55,
PT6009: 24.23,
PT6011: 21.30,
PT6012: 22.33,
PT6013: 22.79,
PT6015: 22.85,
PT6016: 25.35,
PT6018: 21.04,
PT6019: 19.73,
PT6020: 24.83,
PT6021: 24.17,
PT6023: 23.29,
PT6024: 21.99,
PT6028: 21.92,
PT6029: 21.12,
PT6032: 22.46,
PT6039: 21.90,
PT6041: 22.29,
PT6043: 22.93,
PT6044: 25.12,
PT6046: <>,
PT6047: 26.37,
PT6048: 21.40,
PT6051: 21.11,
PT6052: 20.54,
PT6054: 19.81,
PT6056: 22.22,
PT6057: 21.76,
PT6062: 20.72,
PT6063: 25.46,
PT6064: 23.05,
PT6069: 20.88,
PT6071: 22.33,
PT6072: 25.72,
PT6074: 21.52,
PT6076: 21.35,
PT6077: 20.19,
PT6081: 20.39,
PT6082: 22.08,
PT6085: <>,
PT6088: 23.52,
PT6092: 20.72,
PT6093: 22.20,
PT6094: 21.50,
PT6096: 22.21,
PT6099: 20.01];
sample =
[| -5: -4: -3: -2: -1: 0: 1: 2: |
PT4001: 4.97, 5.19, 4.84, 12.12, 44.09, 76.90, 77.93, 86.89,|
PT4010: 0.00, 0.00, 0.00, 6.50, 34.29, 47.99, 50.50, 79.16,|
PT4012: 0.00, 9.39, 7.50, 23.42, 28.23, 38.96, 40.67, 44.68,|
PT4016: 0.00, 0.00, 0.00, 6.44, 35.58, 39.08, 77.71, 76.78,|
PT4017: 0.00, 7.85, 18.19, 33.64, 42.33, 57.58, 58.56, 72.36,|
PT4018: 0.00, 6.56, 28.72, 55.35, 81.48, 90.26, 114.08, 110.23,|
PT4019: 4.54, 5.09, 5.57, 35.97, 55.70, 99.52, 105.59, 130.38,|
PT4020: 5.37, 0.00, 6.58, 6.99, 8.19, 18.11, 32.69, 44.02,|
PT4021: 0.00, 0.00, 0.00, 0.00, 47.95, 60.65, 59.75, 90.52,|
PT4022: 5.13, 4.29, 14.02, 49.11, 74.69, 105.65, 118.19, 103.78,|
PT4023: 0.00, 0.00, 0.00, 4.41, 22.73, 36.32, 42.12, 28.73,|
PT4024: 6.87, 6.16, 5.89, 7.78, 19.12, 64.71, 102.07, 97.34,|
PT4027: 0.00, 6.02, 0.00, 6.23, 11.57, 35.20, 94.44, 120.66,|
PT4028: 8.12, 6.65, 9.37, 12.83, 17.46, 72.01, 42.14, 54.59,|
PT4029: 0.00, 0.00, 0.00, 7.46, 30.10, 46.28, 52.28, 59.77,|
PT4031: 0.00, 4.59, 25.89, 75.61, 105.39, 141.76, 177.26, 159.12,|
PT4033: 14.96, 7.77, 5.51, 39.53, 108.90, 80.21, 140.08, 98.11,|
PT4035: 0.00, 0.00, 4.55, 10.25, 28.39, 46.41, 51.09, 49.02,|
PT4036: 4.82, 8.89, 10.15, 26.82, 28.01, 40.84, 39.39, 42.80,|
PT4037: 0.00, 0.00, 0.00, 0.00, 8.89, 30.70, 43.51, 59.28,|
PT4038: 10.88, 8.88, 14.69, 56.99, 86.15, 104.51, 55.64, 110.84,|
PT4039: 7.81, 8.36, 11.69, 46.93, 105.81, 129.98, 120.09, 116.77,|
PT4040: 4.40, 0.00, 0.00, 0.00, 43.20, 73.60, 87.40, 91.40,|
PT4042: 10.68, 10.79, 18.36, 27.50, 45.50, 51.97, 55.66, 30.57,|
PT4044: 0.00, 5.95, 6.15, 26.40, 62.07, 75.43, 87.14, 83.09,|
PT4048: 0.00, 0.00, 4.47, 20.93, 46.91, 64.55, 61.22, 83.95,|
PT4049: 5.63, 5.49, 11.11, 22.32, 34.06, 84.91, 94.01, 108.89,|
PT4050: 4.67, 4.87, 99.00, 20.55, 133.68, 98.20, 98.27, 99.00,|
PT4052: 6.01, 4.92, 0.00, 9.90, 37.57, 58.72, 203.30, 78.84,|
PT4053: 5.03, 5.20, 20.34, 61.96, 80.45, 37.42, 96.46, 118.70,|
PT4055: 4.87, 26.81, 61.75, 63.61, 41.87, 85.16, 57.65, 62.28,|
PT4056: 13.48, 12.89, 81.21, 121.83, 150.09, 126.28, 192.29, 173.41,|
PT4058: 6.30, 4.90, 4.90, 4.40, 0.00, 5.30, 12.50, 12.30,|
PT4060: 0.00, 0.00, 29.20, 80.60, 107.60, 136.10, 162.70, 134.90,|
PT4061: 5.09, 18.19, 44.45, 53.86, 87.03, 87.61, 92.43, 71.11,|
PT4062: 0.00, 6.50, 10.70, 11.40, 39.00, 42.10, 43.10, 22.60,|
PT4063: 0.00, 4.98, 15.59, 51.45, 110.54, 92.19, 99.66, 106.87,|
PT4064: 0.00, 0.00, 0.00, 4.50, 21.54, 42.38, 52.73, 53.80,|
PT4065: 0.00, 0.00, 28.85, 81.47, 119.08, 143.88, 168.47, 151.34,|
PT4066: 7.40, 10.50, 13.70, 10.30, 44.50, 74.70, 80.60, 96.30,|
PT4067: 0.00, 0.00, 18.96, 53.70, 100.30, 98.26, 99.79, 105.86,|
PT4068: 0.00, 0.00, 0.00, 17.90, 39.90, 44.60, 64.20, 83.60,|
PT4069: 0.00, 0.00, 25.38, 52.60, 76.69, 89.95, 77.72, 83.67,|
PT4070: 4.30, 4.30, 4.36, 5.47, 16.96, 36.32, 45.99, 42.82,|
PT4071: 0.00, 4.40, 10.00, 39.10, 42.90, 45.60, 30.40, 62.00,|
PT4072: 4.40, 0.00, 4.50, 6.70, 41.60, 89.30, 113.30, 117.10,|
PT4073: 0.00, 0.00, 0.00, 9.10, 29.00, 53.10, 48.60, 94.10,|
PT4076: 0.00, 0.00, 0.00, 12.30, 42.40, 59.40, 73.20, 85.70,|
PT4077: 0.00, 4.90, 0.00, 5.30, 28.30, 45.20, 55.80, 88.50,|
PT4078: 4.60, 31.39, 70.46, 84.31, 105.12, 116.62, 98.98, 116.68,|
PT4081: 0.00, 0.00, 0.00, 8.15, 49.21, 95.04, 123.12, 127.27,|
PT4082: 0.00, 0.00, 0.00, 0.00, 0.00, 4.53, 21.93, 36.53,|
PT4083: 4.80, 0.00, 0.00, 5.50, 17.40, 42.80, 36.50, 30.20,|
PT4084: 4.83, 0.00, 0.00, 21.46, 62.93, 98.07, 104.25, 123.67,|
PT4085: 0.00, 0.00, 4.70, 7.67, 14.25, 21.76, 20.83, 20.28,|
PT4088: 0.00, 4.44, 9.55, 29.27, 85.78, 126.10, 159.90, 181.05,|
PT4090: 0.00, 0.00, 0.00, 31.97, 61.88, 89.17, 84.67, 80.79,|
PT4095: 0.00, 0.00, 12.46, 43.99, 58.51, 85.83, 103.51, 87.77,|
PT4100: 0.00, 0.00, 28.46, 46.76, 50.49, 70.97, 53.20, 71.15,|
PT4101: 4.61, 6.52, 59.50, 79.97, 103.44, 100.75, 124.88, 119.70,|
PT4102: 0.00, 5.36, 44.07, 62.02, 62.25, 79.68, 95.32, 80.29,|
PT4103: 0.00, 0.00, 10.69, 12.83, 17.66, 22.74, 27.42, 31.27,|
PT4105: 0.00, 0.00, 4.80, 28.05, 50.94, 64.22, 54.55, 37.87,|
PT4106: 4.30, 4.31, 5.05, 9.28, 42.51, 77.53, 79.92, 102.79,|
PT4107: 0.00, 0.00, 0.00, 10.02, 93.17, 127.61, 213.48, 224.09,|
PT4108: 0.00, 0.00, 17.40, 46.30, 72.05, 68.78, 65.22, 67.88,|
PT4109: 4.30, 4.30, 4.80, 32.87, 84.36, 93.10, 109.63, 124.86,|
PT4110: 5.39, 4.44, 4.41, 0.00, 7.50, 45.71, 79.67, 98.26,|
PT4111: 17.00, 4.69, 5.08, 4.70, 17.75, 42.70, 55.89, 63.86,|
PT4112: 0.00, 0.00, 47.00, 18.17, 29.36, 36.30, 49.55, 60.52,|
PT4114: 0.00, 6.01, 0.00, 11.20, 30.93, 49.27, 52.18, 60.08,|
PT4115: 0.00, 0.00, 0.00, 0.00, 0.00, 11.30, 22.88, 36.02,|
PT4116: 0.00, 22.00, 15.54, 99.68, 117.18, 313.40, 119.80, 153.18,|
PT4117: 0.00, 5.87, 10.40, 16.65, 21.37, 23.79, 24.27, 28.56,|
PT4118: 0.00, 0.00, 8.80, 28.92, 43.46, 54.51, 48.92, 49.44,|
PT4119: 0.00, 0.00, 0.00, 0.00, 15.62, 30.74, 42.84, 44.99,|
PT4121: 0.00, 0.00, 0.00, 7.78, 31.20, 46.08, 56.69, 75.77,|
PT4122: 0.00, 12.56, 30.28, 45.89, 57.34, 75.90, 59.86, 60.32,|
PT4123: 4.30, 4.30, 4.64, 20.71, 34.36, 44.93, 47.62, 40.02,|
PT4124: 2.93, 2.74, 8.88, 51.92, 133.76, 139.63, 170.27, 167.76,|
PT4126: 5.71, 4.30, 4.30, 4.32, 16.28, 86.81, 101.54, 126.13,|
PT4129: 0.00, 0.00, 0.00, 0.00, 4.77, 20.42, 42.98, 43.51,|
PT4130: 0.00, 0.00, 7.18, 41.17, 57.24, 65.86, 80.03, 73.89,|
PT4131: 0.00, 22.38, 50.23, 71.09, 77.91, 85.20, 149.13, 91.72,|
PT4132: 22.97, 47.85, 73.19, 64.78, 62.53, 76.47, 61.64, 51.15,|
PT4133: 0.00, 0.00, 0.00, 27.74, 63.32, 79.23, 86.92, 64.19,|
PT4134: 0.00, 0.00, 0.00, 20.93, 60.17, 69.74, 47.88, 57.97,|
PT4136: 5.26, 16.03, 22.16, 33.62, 37.46, 23.13, 31.81, 49.78,|
PT4137: 0.00, 0.00, 0.00, 13.63, 40.36, 47.44, 80.64, 45.01,|
PT4138: 4.30, 4.30, 4.30, 4.35, 43.90, 118.68, 102.05, 200.41,|
PT4143: 0.00, 0.00, 0.00, 5.82, 17.74, 42.03, 50.00, 45.82,|
PT4145: 10.98, 37.05, 63.98, 91.31, 123.08, 102.46, 90.99, 96.30,|
PT4146: 5.96, 5.26, 5.20, 20.67, 38.00, 73.44, 125.74, 175.59,|
PT4147: 1.67, 1.88, 0.00, 28.31, 60.58, 85.03, 108.97, 117.34,|
PT4149: 1.34, 0.00, 14.67, 16.42, 20.36, 26.76, 30.29, 33.76,|
PT4150: 4.54, 2.56, 2.37, 0.00, 29.86, 84.49, 97.76, 149.29,|
PT4151: 4.35, 4.86, 5.80, 23.29, 44.28, 60.99, 71.09, 76.39,|
PT4153: 0.00, 0.00, 0.00, 0.00, 0.00, 5.28, 21.22, 34.09,|
PT4156: 4.82, 0.00, 0.00, 0.00, 14.63, 79.94, 164.28, 168.67,|
PT4157: 5.02, 5.12, 7.46, 7.40, 27.09, 80.03, 123.93, 166.03,|
PT4158: 0.00, 0.00, 0.00, 22.70, 86.12, 132.42, 139.95, 137.92,|
PT4159: 12.05, 11.24, 23.41, 72.70, 149.83, 200.04, 202.82, 162.09,|
PT4160: 0.00, 0.00, 0.00, 0.00, 5.29, 9.05, 23.84, 37.83,|
PT4162: 0.00, 0.00, 0.00, 0.00, 23.52, 46.50, 93.15, 114.94,|
PT4163: 0.00, 0.00, 0.00, 0.00, 8.26, 27.27, 33.72, 55.11,|
PT4164: 0.00, 0.00, 36.84, 82.89, 105.54, 87.70, 91.38, 73.71,|
PT4165: 5.61, 4.30, 4.35, 4.30, 5.98, 15.34, 65.71, 109.01,|
PT4166: 0.00, 4.42, 0.00, 5.00, 27.55, 63.69, 105.86, 115.72,|
PT4167: 0.00, 5.21, 4.49, 12.66, 14.28, 27.04, 39.67, 41.77,|
PT4168: 0.00, 0.00, 0.00, 0.00, 12.70, 24.02, 51.70, 59.93,|
PT4171: 0.00, 6.45, 5.56, 8.60, 30.76, 49.76, 56.23, 63.79,|
PT4172: 4.30, 4.30, 5.08, 26.72, 65.11, 77.24, 92.57, 104.37,|
PT4173: 4.51, 53.83, 92.20, 112.56, 130.80, 113.71, 139.85, 143.99,|
PT4174: 6.24, 5.17, 8.25, 14.92, 48.79, 57.21, 38.88, 227.42,|
PT4175: 7.70, 22.71, 23.02, 25.76, 28.13, 31.16, 16.49, 21.28,|
PT4178: 6.40, 4.30, 4.35, 11.27, 53.57, 93.47, 124.54, 133.82,|
PT5001: 4.30, 4.30, 4.30, 4.30, 4.34, 60.84, <>, 33.47,|
PT5002: 0.00, 17.71, 31.52, 46.63, 51.47, 54.59, 61.72, 52.48,|
PT5003: 0.00, 0.00, 0.00, 0.00, 5.53, 36.20, 57.51, 62.23,|
PT5004: 4.72, 5.40, 11.01, 40.27, 55.94, 61.97, 76.10, 43.84,|
PT5005: 7.90, 8.05, 38.11, <>, <>, <>, 171.00, <>,|
PT5006: 0.00, 0.00, 31.89, 73.13, 98.75, 133.02, 121.90, 150.39,|
PT5009: 0.00, 6.43, 27.58, 41.73, 59.05, 84.57, 99.09, 97.78,|
PT5011: 0.00, 0.00, 0.00, 0.00, 15.88, 47.96, 64.92, 64.76,|
PT5012: 0.00, 0.00, 0.00, 0.00, 0.00, 21.35, 87.33, 103.86,|
PT5013: 0.00, 0.00, 4.58, 15.75, 16.36, 31.11, 33.61, 35.94,|
PT5016: 1.19, 8.17, 24.66, 44.71, 56.07, 63.69, 48.67, 54.29,|
PT5018: 0.00, 0.00, 41.38, 67.70, 125.74, 138.76, 123.50, 133.17,|
PT5021: 7.92, 10.80, 5.60, 12.81, 83.96, 153.38, 156.40, 170.01,|
PT5023: 0.00, 0.00, 41.94, 94.82, 117.98, 148.65, 154.05, 149.55,|
PT5024: 0.00, 0.00, 0.00, 0.00, 5.16, 41.94, 80.96, 111.44,|
PT5025: 0.00, 0.00, 18.91, 30.59, 43.55, 38.02, 33.15, 33.05,|
PT5026: 0.00, 0.00, 0.00, 7.23, 37.02, 69.36, 71.25, 79.08,|
PT5027: 0.00, 0.00, 26.16, 50.96, 85.26, 139.04, 110.83, 108.32,|
PT5028: 20.32, 4.30, 4.50, 19.75, 35.82, 39.73, 71.45, 91.00,|
PT6001: 4.63, 4.42, 0.00, 0.00, 6.58, 51.11, 86.67, 133.05,|
PT6003: 3.95, 5.46, 4.75, 11.99, 20.46, 29.34, 40.43, 56.02,|
PT6004: 0.00, 0.00, 0.00, 17.50, 35.50, 44.50, 46.60, 54.10,|
PT6006: 4.63, 0.00, 11.68, 60.55, 84.95, 113.23, 115.49, 110.55,|
PT6007: 4.60, 7.09, 48.41, 108.07, 163.77, 145.91, 223.76, 268.54,|
PT6008: 10.90, 57.80, 122.30, 221.60, 213.40, 229.60, 181.40, 147.00,|
PT6009: 0.00, 4.80, 4.60, 8.60, 27.70, 47.80, 39.50, 38.10,|
PT6011: 7.40, 26.10, 39.20, 26.80, 39.30, 64.10, 62.30, 45.30,|
PT6012: 4.80, 0.00, 11.20, 33.20, 65.10, 84.70, 100.80, 107.60,|
PT6013: 0.00, 0.00, 0.00, 0.00, 21.00, 40.80, 49.80, 70.90,|
PT6015: 5.20, 27.50, 55.40, 55.80, 58.90, 46.60, 54.20, 61.60,|
PT6016: 6.30, 0.00, 4.80, 6.10, 25.80, 42.70, 58.40, 70.20,|
PT6018: 4.30, 4.30, 14.40, 21.03, 30.10, 36.41, 33.18, 34.39,|
PT6019: 0.00, 0.00, 32.80, 77.20, 127.60, 129.90, 164.40, 134.10,|
PT6020: 0.00, 0.00, 0.00, 0.00, 0.00, 12.00, 20.20, 28.10,|
PT6021: 0.00, 0.00, 0.00, 0.00, 0.00, 5.21, 51.61, 60.09,|
PT6023: 0.00, 0.00, 0.00, 9.50, 21.80, 32.00, 38.50, 43.10,|
PT6024: 0.00, 0.00, 0.00, 26.50, 40.00, 77.80, 96.40, 111.20,|
PT6028: 0.00, 11.00, 22.90, 32.90, 41.70, 31.90, 30.00, 30.60,|
PT6029: 0.00, 9.90, 36.80, 54.80, 55.00, 63.10, 55.00, 57.00,|
PT6032: 0.00, 0.00, 18.33, 69.24, 127.84, 160.72, 158.61, 149.17,|
PT6039: 0.00, 0.00, 22.82, 48.72, 79.89, 90.70, 70.58, 50.38,|
PT6041: 0.00, 0.00, 5.68, 30.92, 56.18, 72.43, 66.86, 63.57,|
PT6043: 4.30, 4.30, 5.40, 14.36, 29.36, 24.36, 28.49, 39.21,|
PT6044: 0.00, 0.00, 0.00, 0.00, 11.21, 26.14, 41.31, 52.55,|
PT6046: 36.02, 48.56, 53.76, 51.87, 52.43, 56.25, 45.98, 46.82,|
PT6047: 0.00, 0.00, 0.00, 0.00, 0.00, 5.37, 26.35, 38.29,|
PT6048: 0.00, 32.51, 48.57, 81.69, 135.84, 106.51, 101.68, 80.68,|
PT6051: 4.30, 4.30, 4.30, 24.39, 74.00, 135.56, 162.35, 189.05,|
PT6052: 0.00, 0.00, 12.16, 33.68, 47.06, 52.28, 51.30, 60.57,|
PT6054: 7.02, 26.42, 49.18, 56.19, 58.87, 58.80, 59.25, 46.18,|
PT6056: 0.00, 0.00, 0.00, 4.64, 33.94, 50.50, 70.55, 85.56,|
PT6057: 0.00, 0.00, 15.04, 83.92, 59.60, 69.90, 71.35, 136.81,|
PT6062: 0.00, 8.25, 101.73, 49.97, 52.34, 80.84, 66.21, 57.82,|
PT6063: 0.00, 0.00, 0.00, 7.74, 48.52, 84.95, 101.25, 125.75,|
PT6064: 0.00, 0.00, 0.00, 6.94, 27.47, 30.94, 47.81, 55.85,|
PT6069: 1.19, 6.92, 22.94, 34.28, 51.26, 77.97, 102.60, 119.15,|
PT6071: 1.57, 1.88, 6.00, 27.42, 50.93, 60.45, 60.32, 59.98,|
PT6072: 0.00, 0.00, 0.00, 0.00, 0.00, 5.26, 41.27, 71.66,|
PT6074: 0.00, 4.52, 12.09, 61.07, 111.06, 146.78, 156.34, 129.06,|
PT6076: 0.00, 37.04, 80.05, 133.99, 162.85, 179.17, 197.68, 289.61,|
PT6077: 0.00, 0.00, 10.95, 22.03, 65.03, 101.97, 112.27, 117.39,|
PT6081: 0.00, 0.00, 59.66, 134.23, 173.57, 204.06, 184.29, 156.13,|
PT6082: 1.00, 0.98, 2.04, 8.83, 25.97, 39.06, 51.50, 64.34,|
PT6085: 16.39, 64.71, 99.83, 113.69, 133.73, 137.84, 124.19, 113.60,|
PT6088: 0.00, 0.00, 0.00, 0.00, 0.00, 25.01, 49.04, 84.47,|
PT6092: 0.00, 0.00, 5.47, 40.55, 91.17, 153.73, 161.62, 138.69,|
PT6093: 0.00, 0.00, 0.00, 0.00, 65.94, 47.36, 62.11, 65.17,|
PT6094: 0.00, 4.42, 0.00, 6.04, 20.05, 34.11, 48.37, 52.13,|
PT6096: 0.00, 0.00, 5.46, 41.75, 97.94, 102.38, 118.73, 109.30,|
PT6099: 0.00, 0.00, 4.58, 52.37, 55.64, 58.75, 86.94, 68.68,|];