Network resources management in a multi-agent system: A simulative approach
2010 .106(9-10):1-6
Na minha lista:
| Main Authors: | , , |
|---|---|
| Formato: | Periódico |
| Idioma: | inglês |
| Publicado em: |
2023
|
| Assuntos: | |
| Acesso em linha: | https://ir.oauife.edu.ng/123456789/5535 |
| Tags: |
Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!
|
| _version_ | 1810764573788078080 |
|---|---|
| author | Olajubu, Emmanuel Aderounmu, Ganiyu A. Adagunodo, Emmanuel R. |
| author_facet | Olajubu, Emmanuel Aderounmu, Ganiyu A. Adagunodo, Emmanuel R. |
| author_sort | Olajubu, Emmanuel |
| collection | DSpace |
| description | 2010 .106(9-10):1-6 |
| format | Journal |
| id | oai:ir.oauife.edu.ng:123456789-5535 |
| institution | My University |
| language | English |
| publishDate | 2023 |
| record_format | dspace |
| spelling | oai:ir.oauife.edu.ng:123456789-55352023-05-13T17:55:01Z Network resources management in a multi-agent system: A simulative approach Olajubu, Emmanuel Aderounmu, Ganiyu A. Adagunodo, Emmanuel R. Multi-agent systems Internet distributed applications proposed systems 2010 .106(9-10):1-6 Multi-agent systems (i.e. systems comprising many agents) have been proposed for many Internet and distributed applications. The proposed systems have little or no consideration of the effects of this multi-agent approach on network resources. In this paper, we presented a simulation assessment of the effect of multi-agent systems on network resources. The routing scheme of the agents was formulated based on the travelling salesman problem. Lightweight agent (LWA) controller was modelled using a fuzzy logic toolbox in the MATLAB environment. The performance metrics of bandwidth usage, response time and throughput were used to compare the network resources usage by different groups of LWAs (10 LWAs, 40 LWAs, 100 LWAs, 150 LWAs) during their computational task on the network. Java programs were written for the implementation of lightweight agents in the simulation. The inputs to the system were realised by multiplicative pseudorandom number generation during the simulation. The simulation result analysis was carried out based on the performance metrics stated above for the four groups of agents. Increasing the number of LWAs in a simulated multi-agent system decreased the response time but increased the throughput and the bandwidth usage. All these performance measures should be considered for developing countries with bandwidth shortages, because having too many agents in a multi-agent system could result in bandwidth wastages. 2023-05-13T17:55:01Z 2023-05-13T17:55:01Z 2010-10 Journal Olajubu.E, Aderounmu G.A, Adagunodo E.R(2010)Network resources management in a multi-agent system: A simulative approach.South African Journal of Science. DOI: 10.4102/sajs.v106i9/10.322 https://ir.oauife.edu.ng/123456789/5535 en text/plain |
| spellingShingle | Multi-agent systems Internet distributed applications proposed systems Olajubu, Emmanuel Aderounmu, Ganiyu A. Adagunodo, Emmanuel R. Network resources management in a multi-agent system: A simulative approach |
| title | Network resources management in a multi-agent system: A simulative approach |
| title_full | Network resources management in a multi-agent system: A simulative approach |
| title_fullStr | Network resources management in a multi-agent system: A simulative approach |
| title_full_unstemmed | Network resources management in a multi-agent system: A simulative approach |
| title_short | Network resources management in a multi-agent system: A simulative approach |
| title_sort | network resources management in a multi agent system a simulative approach |
| topic | Multi-agent systems Internet distributed applications proposed systems |
| url | https://ir.oauife.edu.ng/123456789/5535 |
| work_keys_str_mv | AT olajubuemmanuel networkresourcesmanagementinamultiagentsystemasimulativeapproach AT aderounmuganiyua networkresourcesmanagementinamultiagentsystemasimulativeapproach AT adagunodoemmanuelr networkresourcesmanagementinamultiagentsystemasimulativeapproach |