A multi-objective optimization system for mobile gateways selection in vehicular Ad-Hoc networks

被引：6
|
作者：
Retal, Sara [1 ]
Idrissi, Abdellah [1 ]
机构：
[1] Mohammed V Univ Rabat, IPSS, Comp Sci Dept, Fac Sci, Rabat, Morocco
来源：
COMPUTERS & ELECTRICAL ENGINEERING | 2019年 / 73卷
关键词：
Vehicular ad-Hoc network; Mobile gateways selection; Multi-Objective optimization; Constraint optimization problem; Integer optimization problem; SEARCH;
D O I：
10.1016/j.compeleceng.2018.12.004
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Vehicular ad-hoc networks provide essential Internet services to users. In consequence, mobile gateways are deployed to guarantee access to the Internet for the entire network. However, the selection of the best gateway taking into account some constraints and trying to reach some high-level objectives is a significant issue in mobile gateways discovery. The number of connected client vehicles must be maximized while a fair load distribution must be performed. For this purpose, we propose a multi-objective optimization system for mobile gateways selection based on two models using different solving strategies allowing the decision maker to choose the adequate solution. The solving approaches are evaluated and compared, and the simulations prove its efficiency compared to that found in the literature. The results show the effectiveness of the system in supporting a decision maker in solving a gateway selection problem and finding a fair solution in case there are no user preferences. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码：289 / 303
页数：15
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