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A novel approach for clustering and routing in WSN using genetic algorithm and equilibrium optimizer
, Article International Journal of Communication Systems ; Volume 35, Issue 10 , 2022 ; 10745351 (ISSN) ; Movaghar, A ; Motameni, H ; Barzegar, B ; Sharif University of Technology
John Wiley and Sons Ltd
2022
Abstract
The Internet of Things (IoT) is a new concept in the world of technology and information and has many applications in industry, communications, and various other fields. In the lowest layer of the IoT, wireless sensor networks (WSNs) play an important and pivotal role. WSN consists of a large number of sensors and is commonly used to monitor a target. It is important to reduce energy consumption in WSNs to extend network life, since it is usually impossible to replace sensor batteries. In this paper, a novel clustering and routing method is proposed. It is mainly based on genetic algorithms and equilibrium optimization. To improve scalability, the sensor nodes are clustered in the first...