Critical analysis of hopfield's neural network model and heuristic algorithm for shortest path computation for routing in computer networks

2012 ◽  
Author(s):  
Farah Sarwar ◽  
Abdul Aziz Bhatti
Keyword(s):  
Neural Network ◽  
Computer Networks ◽  
Network Model ◽  
Shortest Path ◽  
Neural Network Model ◽  
Heuristic Algorithm ◽  
Critical Analysis ◽  
Path Computation ◽  
Shortest Path Computation

scholarly journals A neural network for shortest path computation

2001 ◽  
Vol 12 (5) ◽  
pp. 1067-1073 ◽  
Author(s):  
F. Araujo ◽  
B. Ribeiro ◽  
L. Rodrigues
Keyword(s):  
Neural Network ◽  
Shortest Path ◽  
Path Computation ◽  
Shortest Path Computation

An Artificial Neural Network Model to Solve the Fuzzy Shortest Path Problem

2018 ◽  
Vol 50 (2) ◽  
pp. 1527-1548 ◽  
Author(s):  
Mohammad Eshaghnezhad ◽  
Freydoon Rahbarnia ◽  
Sohrab Effati ◽  
Amin Mansoori
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Network Model ◽  
Shortest Path ◽  
Neural Network Model ◽  
Artificial Neural Network Model ◽  
Shortest Path Problem ◽  
Artificial Neural

Optimal Range of Parameters of Hopfield’s Neural Network for Shortest Path Computation in Routing

2014 ◽  
Vol 69 (3-4) ◽  
pp. 129-134 ◽  
Author(s):  
Farah Sarwar ◽  
Shaukat Iqbal
Keyword(s):  
Neural Network ◽  
Detailed Analysis ◽  
Shortest Path ◽  
Energy Function ◽  
Optimization Problems ◽  
Hopfield Neural Network ◽  
Optimal Range ◽  
Path Computation ◽  
Parameter Values ◽  
Shortest Path Computation

This presentation provides a mathematical survey of parameters used to adjust weights in Hopfield neural network (HNN). These parameter values are used to adjust the rate of convergence, optimality ratio, and precision of the network for a given problem. Optimal shortest routing path computation is discussed here as one of the optimization problems. A detailed analysis of one such energy function is carried out by varying the parameter values one by one in different ranges. A comprehensive conclusion is presented here about the proper criterion for selecting the values of these effectual parameters.

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