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https://ptsldigital.ukm.my/jspui/handle/123456789/395324| Title: | The effect of GA parameters on the performance of GA-based QoS routing algorithm |
| Authors: | Salman Yussof Ong Hang See |
| Conference Name: | International Symposium on Information Technology |
| Keywords: | Genetic algorithm QoS routing algorithm Multi-constrained path (MCP) |
| Conference Date: | 26/08/2008 |
| Conference Location: | Kuala Lumpur Convention Centre |
| Abstract: | Genetic algorithm (GA) is a powerful search and optimization algorithm inspired by the theory of genetics and natural selection. However, the performance of GA depends largely on the values chosen for the GA parameters. In the previous work, a GA-based QoS routing algorithm for solving the multi-constrained path (MCP) problem has been developed. This paper presents the simulation result of the effect of three GA parameters which are maximum iterations, population size and mutation probability on the developed algorithm. |
| Pages: | 7 |
| Call Number: | T58.5.C634 2008 kat sem j.4 |
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE),Piscataway, US |
| URI: | https://ptsldigital.ukm.my/jspui/handle/123456789/395324 |
| Appears in Collections: | Seminar Papers/ Proceedings / Kertas Kerja Seminar/ Prosiding |
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