-

geneticalgorithm2/__init__.py

@@ -5,6 +5,7 @@
 continuous, integers, or mixed variables.
 
 repo path:       https://github.com/PasaOpasen/geneticalgorithm2
+
 code docs path:  https://pasaopasen.github.io/geneticalgorithm2/
 """
 

geneticalgorithm2/geneticalgorithm2.py

@@ -130,6 +130,10 @@ def __init__(
         # self.discrete_mutation: Callable[[int, int, int], int] = None
         # self.selection: Callable[[np.ndarray, int], np.ndarray] = None
 
+        self.revolution_oppositor = None
+        self.dup_oppositor = None
+        self.creator = None
+        self.init_oppositors = None
         self.f: Callable[[array1D], float] = None
         self.funtimeout: float = None
         self.set_function: Callable[[np.ndarray], np.ndarray] = None
@@ -563,11 +567,7 @@ def run(
         pop: array2D = None
         scores: array1D = None
 
-        #
-        #
-        # callbacks part
-        #
-        #
+        #region CALLBACKS
 
         def get_data():
             """
@@ -652,7 +652,7 @@ def total_middle_callback():
                 if flag:
                     set_data(data)  # update global date if there was real callback step
 
-        ############################################################
+        #endregion
 
         start_time = time.time()
         time_is_done = (
@@ -661,10 +661,10 @@ def total_middle_callback():
             else (lambda: int(time.time() - start_time) >= time_limit_secs)
         )
 
-        ############################################################# 
-        # Initial Population
         self.set_function = set_function or GeneticAlgorithm2.default_set_function(self.f)
 
+        #region Initial population, duplicates filter, revolutionary
+
         pop_coef, initializer_func = population_initializer
 
         # population creator by random or with oppositions
@@ -811,6 +811,8 @@ def revolution(pop: array2D, scores: array1D, stagnation_count: int) -> Tuple[
                 args = args[:scores.size]
                 return combined[args], combined_scores[args]
 
+        #enregion
+
         #
         #
         #  START ALGORITHM LOGIC