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Description
Algorithm Name
Huffman Coding
Programming Language
C++
Category
Greedy Algorithms
Difficulty Level
Medium (Intermediate)
Algorithm Description
Huffman Coding is a clever method for compressing data by assigning variable-length codes to characters based on how frequently they appear. Common characters get short binary codes, while rare characters get longer ones, similar to how 'E' is a single dot in Morse code. The algorithm builds a special binary tree by repeatedly merging the two least frequent characters until a single tree is formed. By traversing this tree, a unique, prefix-free code (where no code is the prefix of another) is generated for each character, resulting in an overall smaller file size.
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