What are the limitations of Huffman coding?
An example of an AI chatbot conversation about the limitations of Huffman coding.
What are the limitations of Huffman coding?
Huffman coding is efficient for certain data types, but it has limitations like fixed code lengths and inefficiency with small alphabets.
Can you explain why it's inefficient with small alphabets?
Sure! With small alphabets, the overhead of storing the tree structure can outweigh the benefits of compression.
Are there better alternatives to Huffman coding?
Yes, alternatives like Arithmetic coding or Lempel-Ziv-Welch (LZW) can be more efficient in certain scenarios.
How does Huffman coding compare to Arithmetic coding?
Huffman coding is simpler and faster, but Arithmetic coding often achieves better compression ratios, especially for large datasets.
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