diff --git a/results/comm_times_gthrbcst_64ants.txt b/results/comm_times_gthrbcst_64ants.txt
index 6180a0fb954b0a555254e73cd0f57f379abc529a..75f97a625ce28a3a819369b40c0e0e16b40922e0 100644
--- a/results/comm_times_gthrbcst_64ants.txt
+++ b/results/comm_times_gthrbcst_64ants.txt
@@ -1,5 +1,7 @@
========== 1 Process ==========
The update of tau takes 0.03478384017944336 s.
+----------------
+
========== 2 Process ==========
The update of tau takes 15.961430072784424 s.
The update of tau takes 0.03210783004760742 s.
@@ -15,6 +17,8 @@ The update of tau takes 15.832878112792969 s.
----------------
The update of tau takes 6.167937755584717 s.
The update of tau takes 0.05071616172790527 s.
+----------------
+
========== 4 Process ==========
The update of tau takes 0.0656583309173584 s.
The update of tau takes 67.51811242103577 s.
@@ -25,31 +29,171 @@ The update of tau takes 34.724695682525635 s.
The update of tau takes 0.06490325927734375 s.
The update of tau takes 14.503316879272461 s.
The update of tau takes 20.473705053329468 s.
------------------
+----------------
The update of tau takes 23.652085304260254 s.
The update of tau takes 30.33950710296631 s.
The update of tau takes 33.59425234794617 s.
The update of tau takes 0.07303237915039062 s.
------------------
-
------------------
+----------------
+The update of tau takes 29.053896188735962 s.
+The update of tau takes 0.05734705924987793 s.
+The update of tau takes 35.97857999801636 s.
+The update of tau takes 53.88191080093384 s.
+----------------
+The update of tau takes 7.798046827316284 s.
+The update of tau takes 0.06777834892272949 s.
+The update of tau takes 71.43308115005493 s.
+The update of tau takes 49.83935523033142 s.
+----------------
========== 8 Process ==========
-
------------------
-
------------------
-
------------------
-
------------------
+The update of tau takes 22.980613231658936 s.
+The update of tau takes 10.598286390304565 s.
+The update of tau takes 8.347612619400024 s.
+The update of tau takes 7.454932689666748 s.
+The update of tau takes 24.885433197021484 s.
+The update of tau takes 41.903578758239746 s.
+The update of tau takes 0.16705036163330078 s.
+The update of tau takes 56.46378469467163 s.
+----------------
+The update of tau takes 85.6781063079834 s.
+The update of tau takes 3.653083562850952 s.
+The update of tau takes 46.228641748428345 s.
+The update of tau takes 43.51840138435364 s.
+The update of tau takes 35.157466888427734 s.
+The update of tau takes 19.242260694503784 s.
+The update of tau takes 46.526503801345825 s.
+The update of tau takes 0.09017038345336914 s.
+----------------
+The update of tau takes 17.27971315383911 s.
+The update of tau takes 55.6366331577301 s.
+The update of tau takes 21.82267189025879 s.
+The update of tau takes 53.76233172416687 s.
+The update of tau takes 0.2606332302093506 s.
+The update of tau takes 10.127548456192017 s.
+The update of tau takes 0.09343957901000977 s.
+The update of tau takes 34.592838525772095 s.
+----------------
+The update of tau takes 35.81674861907959 s.
+The update of tau takes 6.437995433807373 s.
+The update of tau takes 0.07033848762512207 s.
+The update of tau takes 52.03970694541931 s.
+The update of tau takes 20.575857639312744 s.
+The update of tau takes 11.346642971038818 s.
+The update of tau takes 15.129045963287354 s.
+The update of tau takes 14.145464181900024 s.
+----------------
+The update of tau takes 34.99191093444824 s.
+The update of tau takes 13.314352035522461 s.
+The update of tau takes 31.78941512107849 s.
+The update of tau takes 33.21409797668457 s.
+The update of tau takes 16.42762804031372 s.
+The update of tau takes 30.021080017089844 s.
+The update of tau takes 0.1277787685394287 s.
+The update of tau takes 17.798656940460205 s.
+----------------
========== 16 Process ==========
+The update of tau takes 8.120911359786987 s.
+The update of tau takes 20.430238723754883 s.
+The update of tau takes 13.870696067810059 s.
+The update of tau takes 49.227097511291504 s.
+The update of tau takes 52.66025114059448 s.
+The update of tau takes 52.50616979598999 s.
+The update of tau takes 49.56760597229004 s.
+The update of tau takes 34.65806317329407 s.
+The update of tau takes 39.099459171295166 s.
+The update of tau takes 44.00368618965149 s.
+The update of tau takes 43.47355365753174 s.
+The update of tau takes 0.10106277465820312 s.
+The update of tau takes 0.14417815208435059 s.
+The update of tau takes 20.66064476966858 s.
+The update of tau takes 59.878478050231934 s.
+The update of tau takes 42.06193733215332 s.
+----------------
+The update of tau takes 48.97883653640747 s.
+The update of tau takes 28.086692810058594 s.
+The update of tau takes 48.543081521987915 s.
+The update of tau takes 22.87968873977661 s.
+The update of tau takes 30.6001935005188 s.
+The update of tau takes 17.626659393310547 s.
+The update of tau takes 50.837103843688965 s.
+The update of tau takes 0.09161734580993652 s.
+The update of tau takes 20.38716173171997 s.
+The update of tau takes 41.54824662208557 s.
+The update of tau takes 22.712954998016357 s.
+The update of tau takes 63.15395259857178 s.
+The update of tau takes 47.11342930793762 s.
+The update of tau takes 37.52593684196472 s.
+The update of tau takes 40.925535678863525 s.
+The update of tau takes 38.27830266952515 s.
+----------------
+The update of tau takes 65.14014649391174 s.
+The update of tau takes 93.19258165359497 s.
+The update of tau takes 60.46214270591736 s.
+The update of tau takes 40.83599305152893 s.
+The update of tau takes 75.6439881324768 s.
+The update of tau takes 63.109381437301636 s.
+The update of tau takes 82.33929228782654 s.
+The update of tau takes 0.09119224548339844 s.
+The update of tau takes 71.76011824607849 s.
+The update of tau takes 84.25169134140015 s.
+The update of tau takes 26.118870496749878 s.
+The update of tau takes 76.00519633293152 s.
+The update of tau takes 62.43528890609741 s.
+The update of tau takes 82.09190392494202 s.
+The update of tau takes 41.86746788024902 s.
+The update of tau takes 49.263481855392456 s.
+----------------
+The update of tau takes 23.002384662628174 s.
+The update of tau takes 44.39324879646301 s.
+The update of tau takes 35.72065329551697 s.
+The update of tau takes 24.282267570495605 s.
+The update of tau takes 75.05009484291077 s.
+The update of tau takes 33.07818651199341 s.
+The update of tau takes 42.40752148628235 s.
+The update of tau takes 35.14438462257385 s.
+The update of tau takes 42.81006193161011 s.
+The update of tau takes 44.73060655593872 s.
+The update of tau takes 25.27799391746521 s.
+The update of tau takes 0.10843515396118164 s.
+The update of tau takes 64.31429696083069 s.
+The update of tau takes 6.960781097412109 s.
+The update of tau takes 57.925495624542236 s.
+The update of tau takes 35.9813666343689 s.
+----------------
+The update of tau takes 88.20732235908508 s.
+The update of tau takes 64.72932028770447 s.
+The update of tau takes 14.414343357086182 s.
+The update of tau takes 72.22038340568542 s.
+The update of tau takes 77.63308691978455 s.
+The update of tau takes 30.449919939041138 s.
+The update of tau takes 0.08992266654968262 s.
+The update of tau takes 58.99665093421936 s.
+The update of tau takes 87.15128231048584 s.
+The update of tau takes 62.85724115371704 s.
+The update of tau takes 45.08964657783508 s.
+The update of tau takes 60.082037925720215 s.
+The update of tau takes 48.1371386051178 s.
+The update of tau takes 4.117397308349609 s.
+The update of tau takes 45.424867153167725 s.
+The update of tau takes 26.14108109474182 s.
+----------------
+The update of tau takes 24.105505228042603 s.
+The update of tau takes 17.653530597686768 s.
+The update of tau takes 17.704275608062744 s.
+The update of tau takes 26.293669939041138 s.
+The update of tau takes 49.72029757499695 s.
+The update of tau takes 35.2880072593689 s.
+The update of tau takes 43.60625338554382 s.
+The update of tau takes 38.785141944885254 s.
+The update of tau takes 21.331947088241577 s.
+The update of tau takes 18.71830940246582 s.
+The update of tau takes 20.438743114471436 s.
+The update of tau takes 6.8546953201293945 s.
+The update of tau takes 18.815203189849854 s.
+The update of tau takes 21.549341678619385 s.
+The update of tau takes 19.414177894592285 s.
+The update of tau takes 0.15010976791381836 s.
+----------------
------------------
-
------------------
-
------------------
-
------------------
\ No newline at end of file
diff --git a/results/comm_times_sndrcv_64ants.txt b/results/comm_times_sndrcv_64ants.txt
index abfc9932b2e51378e4f6965d912096d96f50c664..5cbedcff6a6f25072f8887f148686d391b6f7e08 100644
--- a/results/comm_times_sndrcv_64ants.txt
+++ b/results/comm_times_sndrcv_64ants.txt
@@ -1,5 +1,7 @@
========== 1 Process ==========
The update of tau takes 0.03487443923950195 s.
+----------------
+
========== 2 Process ==========
The update of tau takes 0.03253650665283203 s.
The update of tau takes 33.86031651496887 s.
@@ -15,6 +17,8 @@ The update of tau takes 0.031415700912475586 s.
----------------
The update of tau takes 5.077958106994629 s.
The update of tau takes 0.035973310470581055 s.
+----------------
+
========== 4 Process ==========
The update of tau takes 16.340762853622437 s.
The update of tau takes 0.05682086944580078 s.
@@ -40,6 +44,8 @@ The update of tau takes 23.519983530044556 s.
The update of tau takes 37.38852047920227 s.
The update of tau takes 1.1507070064544678 s.
The update of tau takes 0.048116445541381836 s.
+----------------
+
========== 8 Process ==========
The update of tau takes 48.482242584228516 s.
The update of tau takes 27.042420387268066 s.
@@ -85,6 +91,8 @@ The update of tau takes 40.544912815093994 s.
The update of tau takes 46.9920928478241 s.
The update of tau takes 40.10227036476135 s.
The update of tau takes 22.211514234542847 s.
+----------------
+
========== 16 Process ==========
The update of tau takes 11.001474618911743 s.
The update of tau takes 0.08202672004699707 s.
@@ -169,4 +177,6 @@ The update of tau takes 53.15444469451904 s.
The update of tau takes 49.53609251976013 s.
The update of tau takes 40.12193036079407 s.
The update of tau takes 36.695425271987915 s.
-The update of tau takes 25.081812620162964 s.
\ No newline at end of file
+The update of tau takes 25.081812620162964 s.
+----------------
+
diff --git a/results/extract_cost_opti.py b/results/exploit_results.py
similarity index 60%
rename from results/extract_cost_opti.py
rename to results/exploit_results.py
index bf1d085a495d90bf7c81946c5d262b8c9c31a488..34452377719697c589284bb12ac08ba10a61dbd6 100644
--- a/results/extract_cost_opti.py
+++ b/results/exploit_results.py
@@ -1,9 +1,10 @@
import matplotlib.pyplot as plt
import numpy as np
-###########################################################################
-## Compare 2 different setups
-###########################################################################
+
+# ###########################################################################
+# ## Compare 2 different setups
+# ###########################################################################
cost_opti = []
iter_list = []
@@ -33,10 +34,11 @@ plt.title("Evolution du meilleur throughput au cours des générations de fourmi
plt.legend()
plt.show()
-###########################################################################
-## Plot execution time for 10 generations of
-## 64 ants on a different number of processes
-###########################################################################
+
+# ###########################################################################
+# ## Plot execution time for 10 generations of
+# ## 64 ants on a different number of processes
+# ###########################################################################
times = []
nb_processes = [1, 2, 4, 8, 16]
@@ -60,11 +62,10 @@ plt.title("Temps d'exécution de la routine d'optimisation\npour un problème 25
plt.legend()
plt.show()
-###########################################################################
-## Test stability of the code
-###########################################################################
-
+# ###########################################################################
+# ## Test stability of the code
+# ###########################################################################
for i in range(1, 7):
throughputs = []
@@ -82,4 +83,38 @@ plt.title("Résulats de plusiseurs batchs pour 400 générations de 32 fourmis s
plt.xlabel("Iteration")
plt.ylabel("Throughput optimal (MPoint/s)")
plt.legend()
+plt.show()
+
+
+###########################################################################
+## Compare Gather/Bcast and Send/Receive approaches
+###########################################################################
+
+for method in ["sndrcv", "gthrbcst"]:
+ np_list = []
+ times = []
+ with open(f"comm_times_{method}_64ants.txt", 'r') as file:
+ for line in file:
+ if line[0] == "=":
+ np = int(line.split(" ")[1])
+ avg = 0
+ nb_batch = 0
+ max = 0
+ elif line[0] == "T":
+ time = float(line.split(" ")[5])
+ if time > max:
+ max = time
+ elif line[0] == "-":
+ avg += max
+ max = 0
+ nb_batch += 1
+ elif line == "\n":
+ avg /= nb_batch
+ np_list.append(np)
+ times.append(avg)
+ plt.plot(np_list, times, '+-',label=f"{method}")
+plt.title("Time to update tau with 64 ants per process with Gather/Bcast and Snd/Rcv methods.")
+plt.xlabel("Nombre de process")
+plt.ylabel("Temps (s)")
+plt.legend()
plt.show()
\ No newline at end of file
diff --git a/results/tau_update_comparison.png b/results/tau_update_comparison.png
new file mode 100644
index 0000000000000000000000000000000000000000..024954daee415ac66d2cdb80d1219f97f9455adc
Binary files /dev/null and b/results/tau_update_comparison.png differ