کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
484679 | 703285 | 2015 | 6 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Adapting NSGA-II for Hierarchical Sensor Networks in the IoT
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
علوم کامپیوتر (عمومی)
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چکیده انگلیسی
Wireless sensor networks (WSNs) are a consolidated technology with high potential in the Internet of Things. One of the main challenges of WSN is energy optimization. Many routing algorithms have been proposed for saving WSN energy; however these approaches provide mono-objective optimization which is not suitable for most network performance conditions. In this regard, MOR4WSN is a WSN routing mechanism based on a multi-objective evolutionary optimization algorithm called NSGA-II. MOR4WSN aims to reduce network energy consumption through optimization of sensor distribution. This paper presents the crossover operator in MOR4WSN for energy optimization in hierarchical WSN based on NSGA-II.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 61, 2015, Pages 355-360
Journal: Procedia Computer Science - Volume 61, 2015, Pages 355-360