Solving optimization problems in communications networks using computational intelligence
Computational intelligence is an effective method in solving combinatorial optimization problems. We proposed several new models of neural networks based on noisy and chaotic neural networks, by using these methods, NP-hard problems in communication networks (e.g., scheduling, routing, assignment et...
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| Format: | Thesis |
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2008
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| Online Access: | https://hdl.handle.net/10356/3243 |
| _version_ | 1826117896516927488 |
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| author | Shi, Haixiang |
| author2 | Wang Lipo |
| author_facet | Wang Lipo Shi, Haixiang |
| author_sort | Shi, Haixiang |
| collection | NTU |
| description | Computational intelligence is an effective method in solving combinatorial optimization problems. We proposed several new models of neural networks based on noisy and chaotic neural networks, by using these methods, NP-hard problems in communication networks (e.g., scheduling, routing, assignment etc.) can be solved in shorter time with better solution quality. |
| first_indexed | 2024-10-01T04:34:51Z |
| format | Thesis |
| id | ntu-10356/3243 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T04:34:51Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/32432023-07-04T17:10:34Z Solving optimization problems in communications networks using computational intelligence Shi, Haixiang Wang Lipo School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Computational intelligence is an effective method in solving combinatorial optimization problems. We proposed several new models of neural networks based on noisy and chaotic neural networks, by using these methods, NP-hard problems in communication networks (e.g., scheduling, routing, assignment etc.) can be solved in shorter time with better solution quality. DOCTOR OF PHILOSOPHY (EEE) 2008-09-17T09:25:24Z 2008-09-17T09:25:24Z 2006 2006 Thesis Shi, H. (2006). Solving optimization problems in communications networks using computational intelligence. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/3243 10.32657/10356/3243 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Shi, Haixiang Solving optimization problems in communications networks using computational intelligence |
| title | Solving optimization problems in communications networks using computational intelligence |
| title_full | Solving optimization problems in communications networks using computational intelligence |
| title_fullStr | Solving optimization problems in communications networks using computational intelligence |
| title_full_unstemmed | Solving optimization problems in communications networks using computational intelligence |
| title_short | Solving optimization problems in communications networks using computational intelligence |
| title_sort | solving optimization problems in communications networks using computational intelligence |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence |
| url | https://hdl.handle.net/10356/3243 |
| work_keys_str_mv | AT shihaixiang solvingoptimizationproblemsincommunicationsnetworksusingcomputationalintelligence |