Network hierarchical algorithm based on granular computing

Aiming at the wider use of the hierarchical network topology as well as the cost of data allocation optimization strategy in this structure was obviously lower than the general network, a network hierarchical model and algorithm based on granular computing are proposed in the paper. This algorithm m...

Full description

Saved in:
Bibliographic Details
Main Authors: Runxiu Wu, Shuixiu Wu, Qing Liu
Format: Conference Proceeding
Language:English
Subjects:
Complex networks
data allocation
Database systems
Distributed databases
equivalence granulation
granular computing
hierarchical network
Information systems
Local area networks
Optimization
Resource management
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Aiming at the wider use of the hierarchical network topology as well as the cost of data allocation optimization strategy in this structure was obviously lower than the general network, a network hierarchical model and algorithm based on granular computing are proposed in the paper. This algorithm maps the complex network entirely to the hierarchical network, thus we can deal with the problems of the allocation optimization strategy for the general network by using the optimal algorithms of the data allocation of the hierarchical network. It will greatly decrease the cost of optimization data allocation for the general network, and can dynamically adjust hierarchical networkpsilas coarseness and fineness for obtaining a rational state for the hierarchical network, which can not only reduce the complexity of data allocation optimization strategy, but also accord with the practical problems.
DOI:10.1109/GRC.2008.4664726