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diff --git a/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/flux_results.tsv b/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/flux_results.tsv
index c510fc3..d36c68b 100644
--- a/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/flux_results.tsv
+++ b/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/flux_results.tsv
@@ -1,7 +1,7 @@
 	optimal	mean	sd	median	CI_2.5	CI_97.5
-X_0	0.019821278664450825	0.020332545347466105	0.00211123465873886	0.020378235694819596	0.016321464548485286	0.024437800055734038
-mu	0.6449976976644697	0.6406649026476466	0.02033523167989749	0.6399508326282166	0.6031347778699248	0.6846435132149311
-Glc_q	-6.793948932419026	-6.8321294103613335	0.3489094577765364	-6.859033131047301	-7.442967159633212	-6.110613522828935
-Glc_M0	13.886578100388485	13.93276345152388	0.17384325719225396	13.939277389925664	13.61732394026051	14.287087737348251
-Ace_q	2.610283987995981	2.670598774505059	0.38445692342237625	2.7155168269501626	1.777659707622841	3.3619017252234316
-Ace_M0	0.26517422559369924	0.24970823093407465	0.20219988426679378	0.21935635885588045	1e-06	0.7223533432213737
+X_0	0.019837910042084236	0.020055047719088507	0.001936242015519126	0.020181433524903817	0.016385933648857588	0.023991705722000656
+mu	0.6448503161617235	0.6442401851491355	0.019838552319737378	0.6422759597671867	0.6055123753172559	0.6830180317435467
+Glc_q	-6.7962941185743135	-6.774793454329362	0.39318776265927613	-6.801632529773193	-7.486259488979566	-6.0294828984301505
+Glc_M0	13.890941548678349	13.881503136428412	0.2268604387133866	13.89390411710686	13.42167220505119	14.364675598831429
+Ace_q	2.574083305172119	2.5516892907444007	0.34218910204223774	2.5706434692350855	1.8525815217489552	3.109731754802952
+Ace_M0	0.28632420734796105	0.28673563941751923	0.17207412150016024	0.2778487391600317	1e-06	0.6251737133158014
diff --git a/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/log.txt b/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/log.txt
index dc39309..bcb4983 100644
--- a/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/log.txt
+++ b/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/log.txt
@@ -1,6 +1,6 @@
-2022-08-17 16:42:04,190 - INFO - Initializing Weight matrix...
+2022-09-23 14:39:00,763 - INFO - Initializing Weight matrix...
 
-2022-08-17 16:42:04,191 - INFO - Weight Matrix:
+2022-09-23 14:39:00,763 - INFO - Weight Matrix:
 [[0.02 0.5  0.5 ]
  [0.02 0.5  0.5 ]
  [0.02 0.5  0.5 ]
@@ -18,117 +18,117 @@
  [0.02 0.5  0.5 ]
  [0.02 0.5  0.5 ]]
 
-2022-08-17 16:42:04,191 - INFO - Initializing bounds...
+2022-09-23 14:39:00,763 - INFO - Initializing bounds...
 
-2022-08-17 16:42:04,191 - INFO - Bounds: ((0.001, 10), (0.001, 3), (-50, 50), (1e-06, 50), (-50, 50), (1e-06, 50))
+2022-09-23 14:39:00,763 - INFO - Bounds: ((0.001, 10), (0.001, 3), (-50, 50), (1e-06, 50), (-50, 50), (1e-06, 50))
 
-2022-08-17 16:42:04,210 - INFO - 
-Configuration file saved in: C:\Users\legregam\Documents\Projets\PhysioFit4Galaxy\data\KEIO_test_data\KEIO_ROBOT6_1\KEIO_ROBOT6_1_res\config_file.json
-2022-08-17 16:42:04,210 - INFO - 
+2022-09-23 14:39:00,779 - INFO - 
+Configuration file saved at: C:\Users\legregam\Documents\Projets\PhysioFit4Galaxy\data\KEIO_test_data\KEIO_ROBOT6_1\KEIO_ROBOT6_1_res\config_file.json
+2022-09-23 14:39:00,795 - INFO - 
 Running optimization...
 
-2022-08-17 16:42:05,834 - INFO - Optimization results: 
-     fun: 10.461094284993804
-     jac: array([-0.03579377, -0.00545857, -0.11797994, -0.02868034, -0.00388756,
-       -0.10945254])
+2022-09-23 14:39:01,882 - INFO - Optimization results: 
+     fun: 10.465071032170075
+     jac: array([ 0.39989114,  0.04606715, -0.08850023,  0.0993948 , -0.16591688,
+        0.1575204 ])
  message: 'Optimization terminated successfully.'
-    nfev: 7458
-     nit: 80
+    nfev: 6620
+     nit: 71
  success: True
-       x: array([ 0.01982128,  0.6449977 , -6.79394893, 13.8865781 ,  2.61028399,
-        0.26517423])
+       x: array([ 0.01983791,  0.64485032, -6.79629412, 13.89094155,  2.57408331,
+        0.28632421])
 
-2022-08-17 16:42:05,834 - INFO - 
-X_0 = 0.019821278664450825
+2022-09-23 14:39:01,882 - INFO - 
+X_0 = 0.019837910042084236
 
-2022-08-17 16:42:05,834 - INFO - 
-mu = 0.6449976976644697
+2022-09-23 14:39:01,882 - INFO - 
+mu = 0.6448503161617235
 
-2022-08-17 16:42:05,835 - INFO - 
-Glc_q = -6.793948932419026
+2022-09-23 14:39:01,898 - INFO - 
+Glc_q = -6.7962941185743135
 
-2022-08-17 16:42:05,835 - INFO - 
-Glc_M0 = 13.886578100388485
+2022-09-23 14:39:01,898 - INFO - 
+Glc_M0 = 13.890941548678349
 
-2022-08-17 16:42:05,835 - INFO - 
-Ace_q = 2.610283987995981
+2022-09-23 14:39:01,898 - INFO - 
+Ace_q = 2.574083305172119
 
-2022-08-17 16:42:05,835 - INFO - 
-Ace_M0 = 0.26517422559369924
+2022-09-23 14:39:01,898 - INFO - 
+Ace_M0 = 0.28632420734796105
 
-2022-08-17 16:42:05,841 - INFO - Final Simulated Data: 
+2022-09-23 14:39:01,898 - INFO - Final Simulated Data: 
                  X        Glc       Ace
 Time                                   
-1.350000       NaN  13.596642  0.376570
-1.694722  0.059136        NaN       NaN
-1.916667       NaN  13.376591  0.461115
-2.300278  0.087394        NaN       NaN
-2.698333  0.112976        NaN       NaN
-2.866667       NaN  12.768873  0.694604
-3.436111  0.181824        NaN       NaN
-3.821111  0.233076        NaN       NaN
-4.000000       NaN  11.340045  1.243571
-4.201111  0.297812        NaN       NaN
-4.598056  0.384711        NaN       NaN
-4.800000       NaN   9.479352  1.958462
-4.995000  0.496965        NaN       NaN
-5.183333       NaN   8.184570  2.455927
-5.375278  0.635110        NaN       NaN
-5.583333       NaN   6.444802  3.124358
-
-2022-08-17 16:42:05,841 - INFO - Running monte carlo analysis. Number of iterations: 100
-
-2022-08-17 16:42:10,396 - INFO - Optimized parameters statistics:
-2022-08-17 16:42:10,397 - INFO - optimal: [ 0.01982128  0.6449977  -6.79394893 13.8865781   2.61028399  0.26517423]
-2022-08-17 16:42:10,397 - INFO - mean: [ 0.02033255  0.6406649  -6.83212941 13.93276345  2.67059877  0.24970823]
-2022-08-17 16:42:10,397 - INFO - sd: [0.00211123 0.02033523 0.34890946 0.17384326 0.38445692 0.20219988]
-2022-08-17 16:42:10,397 - INFO - median: [ 0.02037824  0.63995083 -6.85903313 13.93927739  2.71551683  0.21935636]
-2022-08-17 16:42:10,398 - INFO - CI_2.5: [ 1.63214645e-02  6.03134778e-01 -7.44296716e+00  1.36173239e+01
-  1.77765971e+00  1.00000000e-06]
-2022-08-17 16:42:10,398 - INFO - CI_97.5: [ 0.0244378   0.68464351 -6.11061352 14.28708774  3.36190173  0.72235334]
-2022-08-17 16:42:10,398 - INFO - Simulated matrix lower confidence interval:
-[[        nan 13.34131066  0.13238488]
- [ 0.0520758          nan         nan]
- [        nan 13.12843292  0.22137224]
- [ 0.07882834         nan         nan]
- [ 0.10352246         nan         nan]
- [        nan 12.54364578  0.46282416]
- [ 0.17146464         nan         nan]
- [ 0.22270804         nan         nan]
- [        nan 11.14987605  1.0363068 ]
- [ 0.28748425         nan         nan]
- [ 0.37347244         nan         nan]
- [        nan  9.25763266  1.69861328]
- [ 0.48523657         nan         nan]
- [        nan  7.88983486  2.091237  ]
- [ 0.61641029         nan         nan]
- [        nan  6.02976993  2.64729164]]
-
-2022-08-17 16:42:10,399 - INFO - Simulated matrix higher confidence interval:
-[[        nan 13.96972365  0.79900093]
- [ 0.06791753         nan         nan]
- [        nan 13.73460803  0.87192934]
- [ 0.09785942         nan         nan]
- [ 0.12441431         nan         nan]
- [        nan 13.08569219  1.05002608]
- [ 0.19427075         nan         nan]
- [ 0.24600155         nan         nan]
- [        nan 11.60699355  1.4843221 ]
- [ 0.31029406         nan         nan]
- [ 0.39674964         nan         nan]
- [        nan  9.7228962   2.27288408]
- [ 0.51009565         nan         nan]
- [        nan  8.50021376  2.82823848]
- [ 0.64911577         nan         nan]
- [        nan  6.88723069  3.68873384]]
-
-2022-08-17 16:42:10,400 - INFO - khi2 test results:
-khi2 value: 10.461094284993804
+1.350000       NaN  13.600695  0.396255
+1.694722  0.059171        NaN       NaN
+1.916667       NaN  13.380437  0.479677
+2.300278  0.087438        NaN       NaN
+2.698333  0.113026        NaN       NaN
+2.866667       NaN  12.772218  0.710039
+3.436111  0.181885        NaN       NaN
+3.821111  0.233140        NaN       NaN
+4.000000       NaN  11.342435  1.251566
+4.201111  0.297878        NaN       NaN
+4.598056  0.384773        NaN       NaN
+4.800000       NaN   9.480755  1.956674
+4.995000  0.497016        NaN       NaN
+5.183333       NaN   8.185395  2.447289
+5.375278  0.635139        NaN       NaN
+5.583333       NaN   6.444949  3.106479
+
+2022-09-23 14:39:01,898 - INFO - Running monte carlo analysis. Number of iterations: 100
+
+2022-09-23 14:39:06,791 - INFO - Optimized parameters statistics:
+2022-09-23 14:39:06,791 - INFO - optimal: [ 0.01983791  0.64485032 -6.79629412 13.89094155  2.57408331  0.28632421]
+2022-09-23 14:39:06,791 - INFO - mean: [ 0.02005505  0.64424019 -6.77479345 13.88150314  2.55168929  0.28673564]
+2022-09-23 14:39:06,791 - INFO - sd: [0.00193624 0.01983855 0.39318776 0.22686044 0.3421891  0.17207412]
+2022-09-23 14:39:06,791 - INFO - median: [ 0.02018143  0.64227596 -6.80163253 13.89390412  2.57064347  0.27784874]
+2022-09-23 14:39:06,791 - INFO - CI_2.5: [ 1.63859336e-02  6.05512375e-01 -7.48625949e+00  1.34216722e+01
+  1.85258152e+00  1.00000000e-06]
+2022-09-23 14:39:06,791 - INFO - CI_97.5: [ 0.02399171  0.68301803 -6.0294829  14.3646756   3.10973175  0.62517371]
+2022-09-23 14:39:06,791 - INFO - Simulated matrix lower confidence interval:
+[[        nan 13.17041343  0.12145073]
+ [ 0.05213588         nan         nan]
+ [        nan 12.97604012  0.21352812]
+ [ 0.07896786         nan         nan]
+ [ 0.10390156         nan         nan]
+ [        nan 12.43165703  0.46493826]
+ [ 0.17172027         nan         nan]
+ [ 0.2229961          nan         nan]
+ [        nan 11.0838859   1.01555035]
+ [ 0.28784322         nan         nan]
+ [ 0.37562652         nan         nan]
+ [        nan  9.1626754   1.63070179]
+ [ 0.48608865         nan         nan]
+ [        nan  7.74914218  2.02062026]
+ [ 0.61847299         nan         nan]
+ [        nan  5.86844612  2.52892962]]
+
+2022-09-23 14:39:06,791 - INFO - Simulated matrix higher confidence interval:
+[[        nan 14.00958545  0.7124087 ]
+ [ 0.06696923         nan         nan]
+ [        nan 13.75168719  0.78040378]
+ [ 0.09663451         nan         nan]
+ [ 0.12297537         nan         nan]
+ [        nan 13.05285235  0.98123203]
+ [ 0.19224219         nan         nan]
+ [ 0.24332781         nan         nan]
+ [        nan 11.58118827  1.49608368]
+ [ 0.3078322          nan         nan]
+ [ 0.39609947         nan         nan]
+ [        nan  9.75396605  2.26005682]
+ [ 0.51322044         nan         nan]
+ [        nan  8.53045454  2.83204401]
+ [ 0.6596386          nan         nan]
+ [        nan  6.93761616  3.61650414]]
+
+2022-09-23 14:39:06,791 - INFO - khi2 test results:
+khi2 value: 10.465071032170075
 Number of measurements: 23
 Number of parameters to fit: 6
 Degrees of freedom: 17
-p-value = 0.11682969257810068
+p-value = 0.11701547166622563
 
-2022-08-17 16:42:10,400 - INFO - At level of 95% confidence, the model fits the data good enough with respect to the provided measurement SD. Value: 0.11682969257810068
-2022-08-17 16:42:13,065 - INFO - 
-Configuration file saved in: C:\Users\legregam\Documents\Projets\PhysioFit4Galaxy\data\KEIO_test_data\KEIO_ROBOT6_1\KEIO_ROBOT6_1_res\config_file.json
+2022-09-23 14:39:06,791 - INFO - At level of 95% confidence, the model fits the data good enough with respect to the provided measurement SD. Value: 0.11701547166622563
+2022-09-23 14:39:09,055 - INFO - 
+Configuration file saved at: C:\Users\legregam\Documents\Projets\PhysioFit4Galaxy\data\KEIO_test_data\KEIO_ROBOT6_1\KEIO_ROBOT6_1_res\config_file.json
diff --git a/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/plots.pdf b/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/plots.pdf
index 4cef987..edead13 100644
Binary files a/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/plots.pdf and b/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/plots.pdf differ
diff --git a/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/stat_results.tsv b/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/stat_results.tsv
index 33d9f2a..56d2a83 100644
--- a/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/stat_results.tsv
+++ b/data/KEIO_test_data/KEIO_ROBOT6_1/KEIO_ROBOT6_1_res/stat_results.tsv
@@ -2,10 +2,10 @@
 KhiČ test results
 ==================
 
-khi2_value              10.461094
+khi2_value              10.465071
 number_of_measurements  23.000000
 number_of_params         6.000000
 Degrees_of_freedom      17.000000
-p_val                    0.116830
+p_val                    0.117015
 
-At level of 95% confidence, the model fits the data good enough with respect to the provided measurement SD. Value: 0.11682969257810068
\ No newline at end of file
+At level of 95% confidence, the model fits the data good enough with respect to the provided measurement SD. Value: 0.11701547166622563
\ No newline at end of file