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Traffic engineering in multi-service networks based on genetic optimisation

Research output: Chapter in Book/Report/Conference proceedingConference contribution

In this paper, two new methods for the solution of the off-line Traffic Engineering (TE) problem in multi-service networks based on genetic optimisa tion are presented. In the first method the off-line TE problem is formulated as an optimisation model with linear constraints and then solved using a modified version of the Genetic Algorithm for Numerical Optimisation for Constraint Problems (GENOCOP). Besides, a hybrid method for the solution of the afore mentioned problem involving GENOCOP and a heuristic TE algorithm is also provided. The performance of the above methods against a standard LP-based optimisation method is examined in terms of two different network topologies and numerical test results are provided.

Original languageEnglish
Title of host publicationProceedings of the 2nd Indian International Conference on Artificial Intelligence, IICAI 2005, Pune, India, December 20-22, 2005
Pages3337-3352
Number of pages16
Publication statusPublished - 20 Dec 2005
Event2nd Indian International Conference on Artificial Intelligence - Pune, India
Duration: 20 Dec 200522 Dec 2005

Publication series

NameProceedings of the 2nd Indian International Conference on Artificial Intelligence, IICAI 2005

Conference

Conference2nd Indian International Conference on Artificial Intelligence
Abbreviated titleIICAI 2005
CountryIndia
CityPune
Period20/12/0522/12/05

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