A good piano fingering is essential for pianists to play a piece fluently. Some examples of algorithms to generate a piano fingering automatically can be found in the literature. However, the existing methods can only generate fingerings for small, monophonic piano pieces for the right hand, minimising the difficulty. In this paper, we develop a variable neighbourhood search (VNS) algorithm tha...