The uniform utilization and streamlining of energy are considered as the significant research issue that should be concentrated during the way toward directing in remote sensor ad hoc networks. In addition, the unbalanced energy utilization prompts the mortality of the sensor hubs that thusly impacts the lifetime expectancy of the network. The greater part of the meta-heuristic methodologies added to clustering-based routing experience suffer from effects of keeping up the tradeoff between the pace of abuse and investigation. In this paper, A Hybrid Artificial Bee Colony (ABC) and Harmony Search Algorithm-based Metaheuristic Approach (HABC-HSA-MA) for proficient directing in remote sensor impromptu networks is contributed for uniform energy use and improving the lifetime expectancy of the network. This proposed HABC-HSA-MA commonly determines the worldwide streamlining capacity of the Harmony Search Algorithm (HSA) and neighborhood abuse capability of the old style ABC algorithm for encouraging a productive cluster-based steering process. This proposed HABC-HSA-MA additionally acquires the benefits of harmony modifying factor that improves the dynamic search effectiveness in the population. The simulation analyses of the proposed HABC-HSA-MA affirm an unrivaled lifetime expectancy improvement pace of 21.32% with an upgraded uniform balanced energy utilization pace of 19.42% contrasted with the pattern clustering-based routing plans considered for examination.
Volume 12 | 08-Special Issue
Pages: 382-392
DOI: 10.5373/JARDCS/V12SP8/20202536