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Document Type |
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Article In Conference |
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Document Title |
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Using of Clustering and Ant-Colony Algorithms CWSP-PAM-ANT in Network Planning استخدام خوارزمية التجميع وخوارزمية مستعمرة النمل (CWSP-PAM-ANT) في التخطيط لشبكات الهواتف المتنقلة |
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Subject |
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Ant-Colony Algorithms, Network Planning, CLUSTERING techniques |
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Document Language |
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English |
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Abstract |
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Network planning is a key importance to obtain a good functionality, price and quality of services of a network. The CWSP-PAM-ANT (Clustering with Shortest Path-PAM and ANT-Colony algorithms) system starts by divide the city map into clusters. For each cluster determine the location of switch node and finally connect each subscriber to this corresponding switch node. The system also determines the minimum cost network that satisfies the demand and constraints. The Cluster Partitioning Around Medoids (PAM) original algorithm has been modified and a new algorithm (CWSP-PAM algorithm) has been proposed by the author in a recent work [1]. In the present paper, the CWSP-PAM algorithm is modified by introduce the Ant-Colony-Based algorithm in the second step of network planning process to find the optimal path between any node and the corresponding switch node. Results demonstrate the effectiveness and flexibility of the modifying algorithm in tackling the important problem of network planning. |
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Conference Name |
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International Conference on Digital Telecommunications (ICDT 2006), Cap Esterel, French Riviera, France, 26-31 August 2006, |
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Duration |
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From : 1426 AH - To : 1426 AH
From : 2006 AD - To : 2006 AD |
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Publishing Year |
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1426 AH
2006 AD |
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Number Of Pages |
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0 |
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Article Type |
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Article |
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Conference Place |
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Cap Esterel, French Riviera |
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Organizing Body |
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International Conference on Digital Telecommunications (ICDT 2006), Cap Esterel, French Riviera, France, 26-31 August 2006, |
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Added Date |
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Monday, April 23, 2012 |
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Researchers
| لمياء فتوح ابراهيم | Ibrahim, Lamiaa Fattouh | Researcher | Doctorate | lfibrahim@kau.edu.sa |
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Files
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33010.pdf
| pdf | Using of Clustering and Ant-Colony Algorithms CWSP-PAM-ANT in Network Planning |
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