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Ziv and Lempel: individual-sequence variable-rate lossless coding

The paper defines compressibility for an individual infinite sequence against finite-state information-lossless encoders and gives an incremental-parsing coding construction that asymptotically attains that benchmark without a specified probabilistic source.

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The paper defines compressibility for an individual infinite sequence against finite-state information-lossless encoders and gives an incremental-parsing coding construction that asymptotically attains that benchmark without a specified probabilistic source. The decoder preserves the original symbols exactly. New phrases combine an earlier phrase with a new symbol, supporting the construction associated with LZ78. Converse bounds explain the finite-state benchmark; a separate theorem connects it to entropy for ergodic sources.

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Scientific scope

The target is the 1978 paper's finite-alphabet, finite-state lossless setting. Its state-count and input-length limits retain their stated order; a family with growing block length is not one fixed machine that compresses every finite input optimally. LZ 77, later dictionary formats and lossy coding remain distinct. The paper's proof was read but not independently reconstructed or formally replayed.

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People and systems

Jacob Ziv; Abraham Lempel

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English catalogue narrative

Ziv and Lempel: individual-sequence variable-rate lossless coding

The paper defines compressibility for an individual infinite sequence against finite-state information-lossless encoders and gives an incremental-parsing coding construction that asymptotically attains that benchmark without a specified probabilistic source.

The decoder preserves the original symbols exactly. New phrases combine an earlier phrase with a new symbol, supporting the construction associated with LZ78. Converse bounds explain the finite-state benchmark; a separate theorem connects it to entropy for ergodic sources.

Scientific scope

The target is the 1978 paper's finite-alphabet, finite-state lossless setting. Its state-count and input-length limits retain their stated order; a family with growing block length is not one fixed machine that compresses every finite input optimally. LZ 77, later dictionary formats and lossy coding remain distinct. The paper's proof was read but not independently reconstructed or formally replayed.

People and systems

Jacob Ziv; Abraham Lempel

Original sources