What are the limitations of Huffman coding?
An example of an AI chatbot conversation about the limitations of Huffman coding in data compression.
What are the limitations of Huffman coding?
Huffman coding is efficient but has limitations like fixed code lengths and poor performance with small datasets.
Can you explain why it performs poorly with small datasets?
Certainly! With small datasets, the frequency of symbols may not vary much, leading to less effective compression.
Are there any alternatives to Huffman coding?
Yes, alternatives include Arithmetic coding and Lempel-Ziv-Welch (LZW) coding, which can be more efficient in certain cases.
How does Huffman coding compare to Arithmetic coding?
Huffman coding uses fixed-length codes, while Arithmetic coding can represent symbols with variable-length codes, often achieving better compression.
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