In this paper we present a generalized algorithm of the optimal TSP scheme proposed in [1]. The algorithm is capable of triangulating the arbitrarily sinuous and entangled simple polygon. Its extensions to outer or inner triangulation of simple polygons with or without polygonal holes are also described.