Simplification of transcendental expression is one of the difficult simplification problem in computer algebra. In this paper, the authors present an algebraic simplification method of transcendental expressions, and the method is a sum substitution strategy based on hill -climbing approach. An important example of the usefulness of this method is found in simplification of normal triangle expressions. Now this simplification method has already been used in computer algebraic simplification system CASS1.