A Connectionist Method for Adaptive Real-Time Network Routing

نویسندگان

  • Kelly C. McDonald
  • Tony R. Martinez
  • Douglas M. Campbell
چکیده

This paper proposes a connectionist mechanism to support adaptive real-time routing in computer networks. In particular, an Adaptive Self-Organizing Concurrent System (ASOCS) model is used as the basic network router. ASOCS are connectionist models which achieve learning and processing in a parallel and self-organizing fashion. By exploiting parallel processing the ASOCS network router addresses the increased speed and complexity in computer networks. By using the ASOCS adaptive learning paradigm, a network router can utilize more flexible routing algorithms.

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تاریخ انتشار 1991