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Class: ANN Router

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  Classes of dan boorn  >  ANN Router  >  Download .tar.gz .zip  >  Support forum Support forum (1)  >  Blog Blog  >  RSS 1.0 feed RSS 2.0 feed Latest changes  
Name: ANN Router
Support forum Support forum
Base name: annrouter
Description: Simulate routing decision using neural networks
Related classes: , , , , , , ,
Version: -
PHP version: -
License: GNU Free Documentation License (FDL)
All time users: 2526 users
All time rank: 1243
Week users: 1 user
Week rank: 2434
Picture of dan boorn
Author: dan boorn <e-mail contact>
Packages: 3 Browse this author's classes Browse this author's classes
Country: United States United States - PHP jobs in United States
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All time rank: 58571 in United States United States
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Innovation award
Innovation award
Nominee: 1x


  Detailed description  
This class can be used to simulate the decision of routing packets of information to reach a given network destination.

It trains a neural network to be able to determine which of the available outbound ports on a network origin node can deliver information packets faster to a given network destination node.

 

  Groups  
Group folder image Networking Networking protocols, clients and servers View top rated classes
Group folder image Algorithms Numerical and statistical algorithms View top rated classes
Group folder image Artificial intelligence Automation of tasks using human-like intelligence View top rated classes

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  Innovation Award  
PHP Programming Innovation award nominee
April 2006
Number 3
 Finding the fastest route between two nodes of a network is a difficult problem to solve using deterministic algorithms.

An alternative means to solve this problem is to use fuzzy logic solutions. One kind of fuzzy logic solution consists on training neural networks to evaluate multiple routes, and then pick the route which yields the best results after a significant training period.

This class simulates a network router using neural networks to find the fastest gateway port to deliver packets to the final network destination.

Despite the routing solution that is evaluated on each moment may not be necessarily the best, continued training a neural networking may not only improve the solution over time, but may also automatically solve the problems caused by temporary or permanent connectivity interruptions in other routers in the way to the destination of each packet.

Manuel Lemos

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  Files folder image Files  
File Role Description
Plain text file neuron.php Class ANN Router Simulation

Download all files: annrouter.tar.gz annrouter.zip
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