The Evaluation Model of Network QoS Based on Intelligent Water Droplets Algorithm
In order to solve the problem of the user demands to the quality of service (QoS) of network, this paper provides a novel QoS evaluation model based on the intelligent water droplets (IWD) algorithm. The model firstly gives the evaluation indexes of network QoS and establishes a multiobjective optim...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2020/7059480 |
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| _version_ | 1832546895837265920 |
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| author | Fang Li Yunlan Wang Peng Li |
| author_facet | Fang Li Yunlan Wang Peng Li |
| author_sort | Fang Li |
| collection | DOAJ |
| description | In order to solve the problem of the user demands to the quality of service (QoS) of network, this paper provides a novel QoS evaluation model based on the intelligent water droplets (IWD) algorithm. The model firstly gives the evaluation indexes of network QoS and establishes a multiobjective optimization function for solution in combination with the improved IWD. Then, mathematical simulation is used to conduct the in-depth study of the key factors influencing the evaluation model. Compared with the other methods, the algorithm has shown better adaptability in the simulation results. |
| format | Article |
| id | doaj-art-a42732f8c84e4c8b886146a277641493 |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-a42732f8c84e4c8b886146a2776414932025-02-03T06:46:39ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2020-01-01202010.1155/2020/70594807059480The Evaluation Model of Network QoS Based on Intelligent Water Droplets AlgorithmFang Li0Yunlan Wang1Peng Li2Yiwu Industrial & Commercial College, Yiwu 322000, Zhejiang, ChinaYiwu Industrial & Commercial College, Yiwu 322000, Zhejiang, ChinaHunan University of Science and Technology, Xiangtan 411201, Hunan, ChinaIn order to solve the problem of the user demands to the quality of service (QoS) of network, this paper provides a novel QoS evaluation model based on the intelligent water droplets (IWD) algorithm. The model firstly gives the evaluation indexes of network QoS and establishes a multiobjective optimization function for solution in combination with the improved IWD. Then, mathematical simulation is used to conduct the in-depth study of the key factors influencing the evaluation model. Compared with the other methods, the algorithm has shown better adaptability in the simulation results.http://dx.doi.org/10.1155/2020/7059480 |
| spellingShingle | Fang Li Yunlan Wang Peng Li The Evaluation Model of Network QoS Based on Intelligent Water Droplets Algorithm Discrete Dynamics in Nature and Society |
| title | The Evaluation Model of Network QoS Based on Intelligent Water Droplets Algorithm |
| title_full | The Evaluation Model of Network QoS Based on Intelligent Water Droplets Algorithm |
| title_fullStr | The Evaluation Model of Network QoS Based on Intelligent Water Droplets Algorithm |
| title_full_unstemmed | The Evaluation Model of Network QoS Based on Intelligent Water Droplets Algorithm |
| title_short | The Evaluation Model of Network QoS Based on Intelligent Water Droplets Algorithm |
| title_sort | evaluation model of network qos based on intelligent water droplets algorithm |
| url | http://dx.doi.org/10.1155/2020/7059480 |
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