Merge remote-tracking branch 'origin/master'

EA/main.py

@@ -6,6 +6,8 @@
 from deap import algorithms
 from deap import base
 from deap import creator
+
+import datetime
 from deap import tools
 
 import config
@@ -168,13 +170,10 @@ def mate_individuals(ind1, ind2):
 top1_list = []
 
 for gen in range(NUMBER_OF_GENERATIONS):
-    offspring = algorithms.varAnd(population, toolbox, cxpb=0.1, mutpb=0.02)
+    offspring = algorithms.varAnd(population, toolbox, cxpb=0.1, mutpb=0.2)
     fits = list(toolbox.map(toolbox.evaluate, offspring))
     print(list(fits))
-    print(len(fits))
-    print(len(offspring))
     for fit, ind in zip(fits, offspring):
-        print(fit)
         ind.fitness.values = fit
     population = toolbox.select(offspring, k=len(population))
     top1 = tools.selBest(population, k=1)
@@ -191,4 +190,11 @@ def mate_individuals(ind1, ind2):
     for ind in generation:
         fitness_list.append(ind.fitness.values)
 print(fitness_list)
-print(type(fitness_list[0]))
+print(type(fitness_list[0]))
+
+image_name = str(datetime.datetime.now()) + '.png'
+
+plt.plot([x[0] for x in fitness_list])
+plt.ylabel('some numbers')
+plt.savefig(image_name)
+

EA/requirements.txt

@@ -1,5 +1,11 @@
 appdirs==1.4.3
+cycler==0.10.0
 deap==1.0.2
+matplotlib==2.0.0
+numpy==1.12.0
 packaging==16.8
+pi==0.1.2
 pyparsing==2.2.0
+python-dateutil==2.6.0
+pytz==2016.10
 six==1.10.0