Performance Evaluation of WMN-GA System for Node Placement in WMNs Considering Exponential and Weibull Distribution of Mesh Clients and Different Selection and Mutation Operators

Author

Barolli, Admir ; Oda, Tetsuya ; Barolli, Leonard ; Xhafa, Fatos ; Takizawa, Makoto ; Papajorgji, Petraq

Author_Institution

Zayed Center, Canadian Inst. of Technol., Tirana, Albania

fYear

2013

fDate

3-5 July 2013

Firstpage

169

Lastpage

175

Abstract

In this paper, we evaluate the performance of WMN-GA system for node placement problem in WMNs. For evaluation, we consider Exponential and Uniform Distribution of mesh clients and different selection and mutation operators. The population size is considered 64 and the number of generation 200. For evaluation, we consider the giant component and the number of covered users metrics. The simulation results shows that the WMN-GA system performs better for Exponential distribution of mesh clients.

Keywords

Weibull distribution; exponential distribution; genetic algorithms; wireless mesh networks; WMN-GA system performance evaluation; Weibull Distribution; exponential distribution; genetic algorithm; mesh client; mutation operator; node placement problem; wireless mesh network; Exponential distribution; Genetic algorithms; Network topology; Simulation; Sociology; Statistics; Topology; Connectivity; Coverage; GAs; Number of Gener- ations; Population Size; WMNs;

fLanguage

English

Publisher

ieee

Conference_Titel

Complex, Intelligent, and Software Intensive Systems (CISIS), 2013 Seventh International Conference on

Conference_Location

Taichung

Print_ISBN

978-0-7695-4992-7

Type

conf

DOI

10.1109/CISIS.2013.35

Filename

6603884