IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v297y2001i3p521-531.html
   My bibliography  Save this article

Routing control of packet flow using neural network

Author

Listed:
  • Horiguchi, Tsuyoshi
  • Ishioka, Shigeki

Abstract

We investigate a packet flow problem in a computer network within a framework of statistical physics. We propose a model for packet routing control by putting a neural network at each node. The energy function for the whole system is defined in order to express competition among queue length, distance to destination of a packet and firing rate of neurons at each node and so on. A dynamical equation for output of neurons is derived in order to make the energy decrease as a function of time, by using a mean field approximation. By means of computer simulations, we calculate an average number of fired nodes, an average number of packets arrived at their destinations, and so on. We find that the buffer size is essential in the proposed model for packet routing control.

Suggested Citation

  • Horiguchi, Tsuyoshi & Ishioka, Shigeki, 2001. "Routing control of packet flow using neural network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 297(3), pages 521-531.
    • Handle: RePEc:eee:phsmap:v:297:y:2001:i:3:p:521-531
    DOI: 10.1016/S0378-4371(01)00229-1
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378437101002291
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000
    File URL: https://libkey.io/10.1016/S0378-4371(01)00229-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. repec:cep:stiisp:/1996/309 is not listed on IDEAS
    2. John Y Wong & Michael B Yahuda, 1996. "Hong Kong and the People's Republic of China," STICERD - International Studies Paper Series 309, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yoshida, Akinori & Shimada, Yutaka & Kimura, Takayuki, 2021. "Efficient routing strategy with transmission history information and its surrogate analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 566(C).
    2. Kimura, Takayuki & Nakajima, Hiroyuki & Ikeguchi, Tohru, 2007. "A packet routing method for complex networks by a stochastic neural network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 376(C), pages 658-672.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.

      Corrections

      All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:phsmap:v:297:y:2001:i:3:p:521-531. See general information about how to correct material in RePEc.

      If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

      If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

      If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

      For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .

      Please note that corrections may take a couple of weeks to filter through the various RePEc services.

      IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.