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← Language & CommunicationWhy does alphabet-based compression algorithm Lempel-Ziv exhibit decreased compression ratios on highly repetitive DNA sequences compared to protein sequences?
A)Redundant sequences aid dictionary building
B)Phonetic alphabets enhance pattern recognition
C)Limited alphabet impairs pattern encoding✓
D)Long-range dependencies reduce effective entropy
💡 Explanation
The Lempel-Ziv algorithm relies on identifying repeating patterns. Because the DNA alphabet (A, T, C, G) is much smaller than the protein alphabet (20 amino acids), repetitive sequences saturate the algorithm's dictionary quickly, therefore new patterns cannot be encoded efficiently, rather than using a diverse alphabet enabling further compression.
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