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Code/S_get_number_DL.py

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+# Calculates the complexity of a number to be used for the Pareto frontier
+
+import numpy as np 
+
+def get_number_DL(n):
+    epsilon = 1e-10
+    # check if integer
+    if np.isnan(n):
+        return 1000000
+    elif np.abs(n - int(n)) < epsilon:
+        return np.log2(1+abs(n))
+    # check if real
+    else:
+        PrecisionFloorLoss = 1e-14
+        return np.log2(1 + (float(n) / PrecisionFloorLoss) ** 2) / 2
+