A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment
These days, the fields of Mobile Ad hoc Network (MANET) have provided increasing prevalence and consequently, MANET is now a subject of considerable significance for the researchers to instigate research activities. MANET is the collaborative commitment of an assemblage of portable (or mobile) hubs...
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Published: |
UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS
2020
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/6674/ |
| _version_ | 1848888878597931008 |
|---|---|
| author | Hassan, Mustafa Hamid Jubair, Mohammed Ahmed A. Mostafa, Salama Kamaludin, Hazalila Mustapha, Aida Md Fudzee, Mohd Farhan Mahdin, Hairulnizam |
| author_facet | Hassan, Mustafa Hamid Jubair, Mohammed Ahmed A. Mostafa, Salama Kamaludin, Hazalila Mustapha, Aida Md Fudzee, Mohd Farhan Mahdin, Hairulnizam |
| author_sort | Hassan, Mustafa Hamid |
| building | UTHM Institutional Repository |
| collection | Online Access |
| description | These days, the fields of Mobile Ad hoc Network (MANET) have provided increasing prevalence and consequently, MANET is now a subject of considerable significance for the researchers to instigate research activities. MANET is the collaborative commitment of an assemblage of portable (or mobile) hubs (or nodes) without the necessary mediation of any unified (or centralized) gateway (or access point) or existent framework. There exists a growing inclination or course to embrace MANET for business utilization. MANET is a rising domain of research to give different services in communication to end-clients or consumers. However, these communication services of MANET utilize a large amount of transfer speed (or bandwidth) and a huge measure of web speed. Bandwidth optimization is essential in different information interchanges for fruitful acknowledgement and the application of such a technological innovation. This paper integrates the Genetic Algorithm (GA) and the Multi-Agent System (MAS) to improve the QoS requirements. The proposed framework called Genetic Multi-Agent Routing Protocol (GMARP). The aims of the proposed framework are to utilize the benefits of both approaches in order to fulfil QoS such as (delay, bandwidth, and the number of hops) in the different types of routing conventions (or protocols) such as being (proactive and reactive). In this paper is a simulation scenario to demonstrate the ability of the proposed framework to be satisfied with QoS requirements. |
| first_indexed | 2025-11-15T20:17:17Z |
| format | Article |
| id | uthm-6674 |
| institution | Universiti Tun Hussein Onn Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-15T20:17:17Z |
| publishDate | 2020 |
| publisher | UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uthm-66742022-03-14T01:51:55Z http://eprints.uthm.edu.my/6674/ A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment Hassan, Mustafa Hamid Jubair, Mohammed Ahmed A. Mostafa, Salama Kamaludin, Hazalila Mustapha, Aida Md Fudzee, Mohd Farhan Mahdin, Hairulnizam TD Environmental technology. Sanitary engineering These days, the fields of Mobile Ad hoc Network (MANET) have provided increasing prevalence and consequently, MANET is now a subject of considerable significance for the researchers to instigate research activities. MANET is the collaborative commitment of an assemblage of portable (or mobile) hubs (or nodes) without the necessary mediation of any unified (or centralized) gateway (or access point) or existent framework. There exists a growing inclination or course to embrace MANET for business utilization. MANET is a rising domain of research to give different services in communication to end-clients or consumers. However, these communication services of MANET utilize a large amount of transfer speed (or bandwidth) and a huge measure of web speed. Bandwidth optimization is essential in different information interchanges for fruitful acknowledgement and the application of such a technological innovation. This paper integrates the Genetic Algorithm (GA) and the Multi-Agent System (MAS) to improve the QoS requirements. The proposed framework called Genetic Multi-Agent Routing Protocol (GMARP). The aims of the proposed framework are to utilize the benefits of both approaches in order to fulfil QoS such as (delay, bandwidth, and the number of hops) in the different types of routing conventions (or protocols) such as being (proactive and reactive). In this paper is a simulation scenario to demonstrate the ability of the proposed framework to be satisfied with QoS requirements. UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS 2020 Article PeerReviewed Hassan, Mustafa Hamid and Jubair, Mohammed Ahmed and A. Mostafa, Salama and Kamaludin, Hazalila and Mustapha, Aida and Md Fudzee, Mohd Farhan and Mahdin, Hairulnizam (2020) A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment. IAES International Journal of Artificial Intelligence, 9 (2). pp. 310-316. ISSN 2252-8938 http://doi.org/10.11591/ijai.v9.i2.pp310-316 |
| spellingShingle | TD Environmental technology. Sanitary engineering Hassan, Mustafa Hamid Jubair, Mohammed Ahmed A. Mostafa, Salama Kamaludin, Hazalila Mustapha, Aida Md Fudzee, Mohd Farhan Mahdin, Hairulnizam A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment |
| title | A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment |
| title_full | A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment |
| title_fullStr | A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment |
| title_full_unstemmed | A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment |
| title_short | A general framework of genetic multi-agent routing protocol for improving the performance of MANET environment |
| title_sort | general framework of genetic multi-agent routing protocol for improving the performance of manet environment |
| topic | TD Environmental technology. Sanitary engineering |
| url | http://eprints.uthm.edu.my/6674/ http://eprints.uthm.edu.my/6674/ |