How does Huffman coding work?
An example of an AI chatbot conversation about Huffman coding and its principles.
Can you explain how Huffman coding works?
Sure! Huffman coding is a compression algorithm that reduces the size of data by assigning variable-length codes to input characters.
How does it decide which characters get shorter codes?
It uses a frequency analysis of the characters. Characters that appear more frequently get shorter codes, while less frequent ones get longer codes.
Is it efficient for all types of data?
It's most efficient for data with varying character frequencies. For uniform data, it may not provide significant compression.
Can you give me an example of how it works?
Absolutely! If we have the characters A, B, and C with frequencies 5, 1, and 2 respectively, Huffman coding might assign A: '0', B: '10', and C: '11'.
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