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Optimizing Huffman Code Construction with Character Frequency Counts

This document analyzes the process of Huffman code construction based on character frequency counts derived from a specific text. The character frequencies include occurrences of letters such as 'E', 'T', 'A', and others, detailing their respective counts. It further discusses how these frequencies impact the efficiency of encoding and compression techniques using Huffman coding. The document also explores the evolution of the code construction methodology through iterations and varying character counts, providing insights into optimal coding strategies.

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Optimizing Huffman Code Construction with Character Frequency Counts

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  1. Huffman Code Construction • Character count in text. Char Freq E 125 T 93 A 80 O 76 I 72 N 71 S 65 R 61 H 55 L 41 D 40 C 31 U 27

  2. Huffman Code Construction A O T E 80 76 93 125 D L R S N I H 61 65 71 73 40 41 55 C U 31 27

  3. Huffman Code Construction A O T E 80 76 93 125 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  4. Huffman Code Construction A O T E 80 76 81 93 125 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  5. Huffman Code Construction A O T E 80 76 81 93 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  6. Huffman Code Construction A O T E 80 76 81 93 126 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  7. Huffman Code Construction A O T E 80 76 81 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  8. Huffman Code Construction 156 A O T E 80 76 81 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  9. Huffman Code Construction 156 174 A O T E 80 76 81 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  10. Huffman Code Construction 156 174 238 A O T E 80 76 81 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  11. Huffman Code Construction 270 156 174 238 A O T E 80 76 81 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  12. Huffman Code Construction 330 270 156 174 238 A O T E 80 76 81 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  13. Huffman Code Construction 330 508 270 156 174 238 A O T E 80 76 81 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27

  14. 838 330 508 270 156 174 238 A O T E 80 76 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C U 31 27 Huffman Code Construction 81

  15. Char Freq Fixed Huff E 125 0000 110 T 93 0001 011 A 80 0010 000 O 76 0011 001 I 73 0100 1011 N 71 0101 1010 S 65 0110 1001 R 61 0111 1000 H 55 1000 1111 L 41 1001 0101 D 40 1010 0100 C 31 1011 11100 U 27 1100 11101 Total 838 4.00 3.62 Huffman Code Construction 838 330 508 270 156 174 238 A O T E 80 76 81 93 126 144 125 113 D L R S N I H 61 65 71 73 40 41 55 58 C C U U 31 31 27 27

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