In this paper we address the problem of selecting a ser of wind direct
ions that could represent the wind regime at a location. This problem
is cast in the form of a non-convex mathematical program. Important pr
operties of the problem are discussed and a convergent solution algori
thm is designed. The algorithm could yield local optimal solutions. A
case study which involves the construction of a transition probability
matrix for the wind at a location is presented.