Multi-objective nodes placement problem in large regions wireless networks
Conference paper
Bekhit, Mahmoud, Morsy, Ehab and Salah, Ahmad. (2014). Multi-objective nodes placement problem in large regions wireless networks. 4th international conference on electronic, communications and networks (CECNet2014). Beijing, China 12 - 15 Dec 2014 China: CRC Press. pp. 61 - 66
Authors | Bekhit, Mahmoud, Morsy, Ehab and Salah, Ahmad |
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Type | Conference paper |
Abstract | In this paper, we concern with the problem of node placement in wireless communication networks. Given a set of nodes and a set of communication devices, the node placement problem requires to choose positions from a set of designated candidate sites to place these nodes such that a set of conflicting objectives are met. In particular, we focus on minimizing construction cost and network interference as well as maximizing network coverage and total bandwidth. This problem is formulated as a multi-objective optimization problem using the well-known algorithm Multi-Objective Evolutionary Algorithm Based on Decomposition (MOEA/D) algorithm. Furthermore, we apply an adapting version of this algorithm to solve our problem. Our experimental results show that MOEA/D has a good performance in a reasonable running time. Moreover, comparative results show that our algorithm is effective in all the desired objectives. |
Keywords | Wireless Networks; Node Placement; Genetic Algorithm; Optimization Problems; Multi-objective Evolutionary Algorithm Based on Decomposition |
Year | 01 Jan 2014 |
Publisher | CRC Press |
Web address (URL) | https://www.taylorfrancis.com/chapters/edit/10.1201/b18592-12/multi-objective-nodes-placement-problem-large-regions-wireless-networks-mahmoud-gamal-ehab-morsy-ahmad-salah |
Open access | Published as non-open access |
Research or scholarly | Research |
Publisher's version | License All rights reserved File Access Level Controlled |
Book title | Electronics, Communications and Networks IV |
Page range | 61 - 66 |
Book editor | Hussain, Amir |
Ivanovic, Mirjana | |
ISBN | 9780429226038 |
Output status | Published |
Publication dates | |
Online | 13 Jul 2015 |
Publication process dates | |
Deposited | 04 Sep 2024 |
Additional information | © 2015 Taylor & Francis Group, London, UK |
Place of publication | China |
https://acuresearchbank.acu.edu.au/item/90q0z/multi-objective-nodes-placement-problem-in-large-regions-wireless-networks
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