Coverage Optimization in Wireless Sensor Networks Using Memetic Algorithm
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Date
2025-06-15
Journal Title
Journal ISSN
Volume Title
Publisher
Mohamed Boudiaf University of M'sila
Abstract
This dissertation addresses the coverage optimization problem in Wireless Sensor Networks
(WSNs), a critical factor affecting network efficiency and sustainability. A hybrid memetic
algorithm is proposed, combining global and local search strategies to optimize sensor de ployment and reduce overlap while maintaining maximum coverage with minimal sensor us age. A precise mathematical model is formulated, and simulation experiments are conducted
to evaluate the performance of the proposed approach. Results show significant improve ments in coverage quality and energy efficiency compared to conventional algorithms
Description
Keywords
Memetic Algorithms, Wireless Sensor Networks, Coverage Optimization