A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding
This paper studies and models the multicast routing problem with network coding in dynamic network environment, where computational and bandwidth resources are to be jointly optimized. A quantum inspired evolutionary algorithm (QEA) is developed to address the problem above, where a restart scheme i...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Published: |
2016
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| Online Access: | https://eprints.nottingham.ac.uk/39212/ |
| _version_ | 1848795788599099392 |
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| author | Xing, Huanlai Xu, Lexi Qu, Rong Qu, Zhijian |
| author_facet | Xing, Huanlai Xu, Lexi Qu, Rong Qu, Zhijian |
| author_sort | Xing, Huanlai |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | This paper studies and models the multicast routing problem with network coding in dynamic network environment, where computational and bandwidth resources are to be jointly optimized. A quantum inspired evolutionary algorithm (QEA) is developed to address the problem above, where a restart scheme is devised for well adapting QEA for tracing the ever-changing optima in dynamic environment. Experimental results show that the proposed QEA outperforms a number of existing evolutionary algorithms in terms of the best solution obtained. |
| first_indexed | 2025-11-14T19:37:39Z |
| format | Conference or Workshop Item |
| id | nottingham-39212 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T19:37:39Z |
| publishDate | 2016 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-392122020-05-04T18:09:25Z https://eprints.nottingham.ac.uk/39212/ A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding Xing, Huanlai Xu, Lexi Qu, Rong Qu, Zhijian This paper studies and models the multicast routing problem with network coding in dynamic network environment, where computational and bandwidth resources are to be jointly optimized. A quantum inspired evolutionary algorithm (QEA) is developed to address the problem above, where a restart scheme is devised for well adapting QEA for tracing the ever-changing optima in dynamic environment. Experimental results show that the proposed QEA outperforms a number of existing evolutionary algorithms in terms of the best solution obtained. 2016-09-28 Conference or Workshop Item PeerReviewed Xing, Huanlai, Xu, Lexi, Qu, Rong and Qu, Zhijian (2016) A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding. In: 16th International Symposium on Communications and Information Technologies (ISCIT 2016), 26-28 September 2016, Qingdao, China. Dynamic Network Environment; Multicast; Network Coding; Evolutionary Algorithm http://ieeexplore.ieee.org/document/7751618/ |
| spellingShingle | Dynamic Network Environment; Multicast; Network Coding; Evolutionary Algorithm Xing, Huanlai Xu, Lexi Qu, Rong Qu, Zhijian A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding |
| title | A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding |
| title_full | A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding |
| title_fullStr | A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding |
| title_full_unstemmed | A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding |
| title_short | A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding |
| title_sort | quantum inspired evolutionary algorithm for dynamic multicast routing with network coding |
| topic | Dynamic Network Environment; Multicast; Network Coding; Evolutionary Algorithm |
| url | https://eprints.nottingham.ac.uk/39212/ https://eprints.nottingham.ac.uk/39212/ |