In this paper, we present a logic synthesis algorithm for low powr design fo combinational circuits. The proposed algorithm reduces power dissipation by eliminating unnecessary signal transitions. The proposed algorithm restructures a given circuit by using a kernel as prediction logic in a precomputation-based scheme such that switching activity of circuit can be minimized. Experimental results show that the system is efficient for low power design of combinational circuits.