Linear constraints are used to model diverse phenomena. The number of
constraints is large in many practical applications, often running int
o several thousands. A system of linear constraints is quite often inc
onsistent especially at the stage of model formulation. A number of di
fferent approaches are possible when a system of linear constraints tu
rns out to be inconsistent. We prove some results on some plausible ap
proaches and their limitations.