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Forward Looking Huffman Coding

机译:前瞻性霍夫曼编码

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摘要

Huffman coding is known to be optimal, yet its dynamic version may yield smaller compressed files. The best known bound is that the number of bits used by dynamic Huffman coding in order to encode a message of n characters is at most larger by n bits than the number of bits required by static Huffman coding. In particular, dynamic Huffman coding can also generate a larger encoded file than the static variant, though in practice the file might often, but not always, be smaller. We propose here a new dynamic Huffman encoding approach, that provably always performs at least as good as static Huffman coding, and may be better than the standard dynamic Huffman coding for certain files. This is achieved by reversing the direction for the references of the encoded elements to those forming the model of the encoding, from pointing backwards to looking into the future.
机译:已知霍夫曼编码是最佳的,但其动态版本可能会产生较小的压缩文件。最著名的界限是,动态霍夫曼编码用于编码n个字符的消息所使用的位数最多比静态霍夫曼编码所需的位数大n位。特别是,动态霍夫曼编码还可以生成比静态变体更大的编码文件,尽管在实践中该文件可能经常(但不总是)更小。我们在这里提出一种新的动态霍夫曼编码方法,该方法可证明总是执行至少与静态霍夫曼编码一样好的性能,并且可能优于某些文件的标准动态霍夫曼编码。这是通过将编码元素的引用方向从指向指向未来的方向反转到形成编码模型的方向来实现的。

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