Fix for population updater to take into account dublicates

ITMO-NSS-team · Nov 14, 2023 · db71007 · db71007
1 parent cf81e1f
commit db71007
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Showing 2 changed files with 12 additions and 8 deletions.
diff --git a/epde/operators/multiobjective/moeadd_specific.py b/epde/operators/multiobjective/moeadd_specific.py
@@ -363,13 +363,17 @@ def apply(self, objective : ParetoLevels, arguments : dict):
                                                                     arguments = subop_args['pareto_level_updater'])
                     break
                 elif attempt >= attempt_limit:
-                    print(temp_offspring.text_form)
-                    print('-----------------------')
-                    for idx, individual in enumerate(objective.population):
-                        print(f'Individual {idx}')
-                        print(individual.text_form)
-                        print('-----------------------')
-                    raise Exception('Can not place individual into the population. Try decreasing population size or increasing token variety. ')
+                    # print(temp_offspring.text_form)
+                    # print('-----------------------')
+                    # for idx, individual in enumerate(objective.population):
+                    #     print(f'Individual {idx}')
+                    #     print(individual.text_form)
+                    #     print('-----------------------')
+                    # raise Exception('Can not place individual into the population. Try decreasing population size or increasing token variety. ')
+                    print('The algorithm had issues with generating unique offsprings, allowed replication.')
+                    self.suboperators['pareto_level_updater'].apply(objective = (temp_offspring, objective),
+                                                                    arguments = subop_args['pareto_level_updater'])
+
                     break
                 attempt += 1
         return objective

diff --git a/setup.py b/setup.py
@@ -36,7 +36,7 @@ def get_requirements():
 
 setup(
       name = 'epde',
-      version = '1.2.14',
+      version = '1.2.15',
       description = SHORT_DESCRIPTION,
       long_description="PLACEHOLDER",
 #      long_description_content_type='text/x-rst',