Employing an optimisation algorithm to design an evolutionary topological structure for non-misbehaving nodes with optimal path selection

Abstract

Increasing energy utilization is one of the main obstacles to reliable interaction in dynamic digital networks. We concentrate on improving the network’s topology by taking this difficulty into account. In this study, we build a hybrid star-mesh topology to minimize both the energy usage and latency of the network. AOMDV routes is used in hybrid network topologies to create various pathways in the distance from the point of origin and the goal. When a routing path loses its energy level, the best path is selected using ChOA from the available options. The system’s energy efficiency is improved by choosing the best route. According to mimicry findings, the suggested method performs better when thinking of supply number, energy consumption, delay, and throughput.