Chen, Fox, Lyndon 1958 \cite{CFL58} and Shirshov 1958 \cite{Sh58} introduced non-associative Lyndon-Shirshov words and proved that they form a linear basis of a free Lie algebra, independently. In this paper we give another approach to definition of Lyndon-Shirshov basis, i.e., we find an anti-commutative Gr"{o}bner-Shirshov basis of a free Lie algebra such that is the set of all non-associative Lyndon-Shirshov words, where is the set of all monomials of , a basis of the free anti-commutative algebra on , not containing maximal monomials of polynomials from . Following from Shirshov’s anti-commutative Gr"{o}bner-Shirshov bases theory \cite{S62a2}, the set is a linear basis of a free Lie algebra.

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