[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Author: pre-commit-ci[bot]

genetic_algorithm/genetic_algorithm_optimization.py

@@ -67,7 +67,9 @@ def crossover(self, parent1, parent2):
             return parent1, parent2  # No crossover needed for single-variable functions
 
         if self.rng.random() < self.crossover_prob:
-            point = self.rng.integers(1, self.num_variables)  # Updated to handle edge case
+            point = self.rng.integers(
+                1, self.num_variables
+            )  # Updated to handle edge case
             child1 = np.concatenate((parent1[:point], parent2[point:]))
             child2 = np.concatenate((parent2[:point], parent1[point:]))
             return child1, child2