Device to device Communication (D2D) is an inspiring technique for efficient spectrum utilization in the LTE-Advanced (LTE-A) Networks. The D2D communication uses the same radio resources intended for the cellular network for its communication which causes interference in the primary cellular networks in their uplink and downlink phases and it can degrade the cellular network performance. In order to reduce this interference sourced by D2D communication a heuristic algorithm approach is used in this paper. The simulation results prove that the heuristic algorithm approach performs better than then the random selection algorithm with respect to the system capacity, throughput and outage probability. © 2017 IEEE.