In earlier paper ( 4 I , we introduced generalized supremum and infimum for a subset A of a partially ordered linear space E generalizing the notion of supremum and infimum in Riesz space and considered properties of generalized supremum and infimum. In this paper we shall introduce optimal set for a subset A of E in order to make new optimization theory in the direction of order relations.