Shannon's source coding theorem

Shannon's source coding theorem is a fundamental result in information theory, established by Claude Shannon in his groundbreaking 1948 paper "A Mathematical Theory of Communication." The theorem provides a formal framework for understanding how to optimally encode information in a way that minimizes the average length of the code while still allowing for perfect reconstruction of the original data.