Dynamics of substrate resource selection in network virtualization environment——an evolutionary game approach
The substrate network path selection problem of virtual network was modeled as an evolutionary game.In the process of evolutionary game,virtual networks adjusted the strategies through the iterated game.The replicator dynamics were leveraged equation to analyze the dynamic variation of strategies se...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2012-11-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.z2.005/ |
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| _version_ | 1841539790730690560 |
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| author | Yu YANG Shan-zhi CHEN Xin LI |
| author_facet | Yu YANG Shan-zhi CHEN Xin LI |
| author_sort | Yu YANG |
| collection | DOAJ |
| description | The substrate network path selection problem of virtual network was modeled as an evolutionary game.In the process of evolutionary game,virtual networks adjusted the strategies through the iterated game.The replicator dynamics were leveraged equation to analyze the dynamic variation of strategies selection and demonstrates that this dynamics equation is the admissible dynamic to the evolutionary game.The potential game theory was used to analyze the evolutionary process and demonstrates the evolutionary result will converge to the evolutionary equilibrium.At the evolutionary equilibrium,all the virtual networks could get the best selection strategies.Finally,an evolutionary algorithm based on replicator dynamics was proposed.The experiments simulate the process of virtual network selecting the substrate paths in different initial state and reach the evolutionary equilibrium.Simulation results are coincided with the theoretical analysis results. |
| format | Article |
| id | doaj-art-1bc7282f797e49da960f0e730a1b6774 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2012-11-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-1bc7282f797e49da960f0e730a1b67742025-01-14T06:34:19ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2012-11-0133253459669450Dynamics of substrate resource selection in network virtualization environment——an evolutionary game approachYu YANGShan-zhi CHENXin LIThe substrate network path selection problem of virtual network was modeled as an evolutionary game.In the process of evolutionary game,virtual networks adjusted the strategies through the iterated game.The replicator dynamics were leveraged equation to analyze the dynamic variation of strategies selection and demonstrates that this dynamics equation is the admissible dynamic to the evolutionary game.The potential game theory was used to analyze the evolutionary process and demonstrates the evolutionary result will converge to the evolutionary equilibrium.At the evolutionary equilibrium,all the virtual networks could get the best selection strategies.Finally,an evolutionary algorithm based on replicator dynamics was proposed.The experiments simulate the process of virtual network selecting the substrate paths in different initial state and reach the evolutionary equilibrium.Simulation results are coincided with the theoretical analysis results.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.z2.005/network virtualization environmentevolutionary gamesreplicator dynamicspotential gamesevolutionary equilibrium |
| spellingShingle | Yu YANG Shan-zhi CHEN Xin LI Dynamics of substrate resource selection in network virtualization environment——an evolutionary game approach Tongxin xuebao network virtualization environment evolutionary games replicator dynamics potential games evolutionary equilibrium |
| title | Dynamics of substrate resource selection in network virtualization environment——an evolutionary game approach |
| title_full | Dynamics of substrate resource selection in network virtualization environment——an evolutionary game approach |
| title_fullStr | Dynamics of substrate resource selection in network virtualization environment——an evolutionary game approach |
| title_full_unstemmed | Dynamics of substrate resource selection in network virtualization environment——an evolutionary game approach |
| title_short | Dynamics of substrate resource selection in network virtualization environment——an evolutionary game approach |
| title_sort | dynamics of substrate resource selection in network virtualization environment an evolutionary game approach |
| topic | network virtualization environment evolutionary games replicator dynamics potential games evolutionary equilibrium |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.z2.005/ |
| work_keys_str_mv | AT yuyang dynamicsofsubstrateresourceselectioninnetworkvirtualizationenvironmentanevolutionarygameapproach AT shanzhichen dynamicsofsubstrateresourceselectioninnetworkvirtualizationenvironmentanevolutionarygameapproach AT xinli dynamicsofsubstrateresourceselectioninnetworkvirtualizationenvironmentanevolutionarygameapproach |