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Hybrid Genetic Algorithms for Telecommunications Network Back-Up Routeing

He, L ; Mort, N

BT Technology Journal, 2000, Vol.18(4), pp.42-50 [Tạp chí có phản biện]

ISSN: 1358-3948 ; E-ISSN: 1573-1995 ; DOI: 10.1023/A:1026702624501

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  • Nhan đề:
    Hybrid Genetic Algorithms for Telecommunications Network Back-Up Routeing
  • Tác giả: He, L ; Mort, N
  • Chủ đề: United Kingdom ; UK ; Telecommunications ; Network Management Systems ; Studies ; Software Packages ; Genetic Algorithms ; Broadcasting & Telecommunications Industry ; Experimental/Theoretical ; Western Europe ; Software & Systems ; Bt Group Plc
  • Là 1 phần của: BT Technology Journal, 2000, Vol.18(4), pp.42-50
  • Mô tả: Telecommunications networks are interconnected by routers, and network protocols must find a path to connect them. Each router has a routeing table, which specifies the next node in a route to a specified destination. Routeing tables are defined by the routeing algorithms employed. In this paper, a new software tool with a friendly graphical user interface is introduced. It builds primary routeing tables using a shortest path algorithm. Different optimal search algorithms are used to generate back-up routeing tables. A novel hybrid genetic algorithm combining a heuristic algorithm with a genetic algorithm finds solutions which lead to less congested nodes and links and a better utilisation of network resources.
  • Ngôn ngữ: English
  • Số nhận dạng: ISSN: 1358-3948 ; E-ISSN: 1573-1995 ; DOI: 10.1023/A:1026702624501

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