Entropy is a fundamental concept in information theory and plays a important role in various fields, including cybersecurity and quantum cryptography. In the context of classical entropy, the mathematical properties of entropy are well-defined and provide valuable insights into the nature of information and its uncertainty. In this answer, we will explore these mathematical properties