There are a number of papers using slightly different approaches. There is variable splitting followed by lagrange relaxation, K-tree approach followed by lagrange relaxation (Fisher et al., 1997; Holland, 1975, and in Kohl and Madsen (1997) presented shortest path with side constraints approach followed by lagrange relaxation. The relaxes of the constraints ensuring that every customer is served exactly once, that is: