QoS routing for multiple additive QoS parameters using genetic algorithm
This paper presents an algorithm for QoS routing using genetic algorithm. The algorithm concentrates on solving the problem of multiple additive QoS parameters, which has been proven to be NP-complete. This paper discusses the various aspects of genetic algorithm design including selection, fitness...
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| Format: | Conference paper |
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2023
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| _version_ | 1833409785021595648 |
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| author | Yussof S. See O.H. |
| author2 | 16023225600 |
| author_facet | 16023225600 Yussof S. See O.H. |
| author_sort | Yussof S. |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This paper presents an algorithm for QoS routing using genetic algorithm. The algorithm concentrates on solving the problem of multiple additive QoS parameters, which has been proven to be NP-complete. This paper discusses the various aspects of genetic algorithm design including selection, fitness function, crossover and mutation. The algorithm was implemented and tested on a 5�5 mesh network to test for its effectiveness. The simulation result shows that this algorithm can perform well regardless of the number of QoS parameters used. � 2005 IEEE. |
| format | Conference paper |
| id | my.uniten.dspace-29835 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| record_format | dspace |
| spelling | my.uniten.dspace-298352023-12-28T16:57:51Z QoS routing for multiple additive QoS parameters using genetic algorithm Yussof S. See O.H. 16023225600 16023044400 Additive QoS parameters Genetic algorithm Multiple additive parameters QoS routing Computer simulation Genetic algorithms Problem solving Telecommunication networks Additive QoS parameters Genetic algorithm design Multiple additive parameters QoS routing Quality of service This paper presents an algorithm for QoS routing using genetic algorithm. The algorithm concentrates on solving the problem of multiple additive QoS parameters, which has been proven to be NP-complete. This paper discusses the various aspects of genetic algorithm design including selection, fitness function, crossover and mutation. The algorithm was implemented and tested on a 5�5 mesh network to test for its effectiveness. The simulation result shows that this algorithm can perform well regardless of the number of QoS parameters used. � 2005 IEEE. Final 2023-12-28T08:57:51Z 2023-12-28T08:57:51Z 2005 Conference paper 10.1109/ICON.2005.1635446 2-s2.0-33847315553 https://www.scopus.com/inward/record.uri?eid=2-s2.0-33847315553&doi=10.1109%2fICON.2005.1635446&partnerID=40&md5=52dc7f2cae2268ef22ea297fe0693e59 https://irepository.uniten.edu.my/handle/123456789/29835 1 1635446 99 104 Scopus |
| spellingShingle | Additive QoS parameters Genetic algorithm Multiple additive parameters QoS routing Computer simulation Genetic algorithms Problem solving Telecommunication networks Additive QoS parameters Genetic algorithm design Multiple additive parameters QoS routing Quality of service Yussof S. See O.H. QoS routing for multiple additive QoS parameters using genetic algorithm |
| title | QoS routing for multiple additive QoS parameters using genetic algorithm |
| title_full | QoS routing for multiple additive QoS parameters using genetic algorithm |
| title_fullStr | QoS routing for multiple additive QoS parameters using genetic algorithm |
| title_full_unstemmed | QoS routing for multiple additive QoS parameters using genetic algorithm |
| title_short | QoS routing for multiple additive QoS parameters using genetic algorithm |
| title_sort | qos routing for multiple additive qos parameters using genetic algorithm |
| topic | Additive QoS parameters Genetic algorithm Multiple additive parameters QoS routing Computer simulation Genetic algorithms Problem solving Telecommunication networks Additive QoS parameters Genetic algorithm design Multiple additive parameters QoS routing Quality of service |
| url_provider | http://dspace.uniten.edu.my/ |