In designing of suitable and specific algorithms for minimizing energy dissipation applications, fulfilling the different performance demands has been considered as a critical issue in WSN. In this paper, many energy efficient algorithms have been proposed to improve earlier. In this paper, the authors introduce the genetic algorithm for improvised the existing research. Further this paper compare to CBCR (Clique Based Clustering and Routing) and LEACH (Low-Energy Adaptive Clustering Hierarchy). This algorithm includes the inter-cluster communication after employing genetic algorithm. This paper starts from deployment of nodes in communication area and calculate number of clique of all node present in deployment area of nodes in WSN.