Lempel-Ziv compression LZ compression {Substitutional compression} schemes proposed by Jakob Ziv and Abraham Lempel in 1977 and 1978. There are two main schemes, {LZ77} and {LZ78}. {Lempel-Ziv Welch compression} is a variant of {LZ78}.