A General Simulation System for Complex Networks

Abstract

The invention discloses a complex network general simulation system. The overall architecture of the system is divided into three layers: the first layer is a base layer which mainly includes a network CNet class and a node CNode class; the second layer is a functional layer which contains all basic functions required for the complex network simulation analysis; the third layer is an application layer where users can directly operate all application modules; the network CNet class and the node CNode class at the first layer respectively encapsulate the attributes and methods of the network and node; the application modules at the third layer contain a file operation module, a network generation module, a parameter calculation module, a K-Shell decomposition module, a community partition module and a propagation model module, which are realized by the combination of basic functions at the second layer.

Description

technical field [0001] The invention relates to a complex network general simulation system, which belongs to the technical field of computer software. Background technique [0002] Most complex systems can be abstracted into complex networks for research, and complex networks are an important tool for us to study complex systems. At the end of the 1990s, the discovery of scale-free networks and small-world networks accelerated people's research on complex networks. At the same time, it also set off an upsurge in network research. Sociology and biology, engineering and other disciplines. [0003] At present, complex network has become a research field attracting much attention in the world. Some analysis software for complex network has appeared in foreign countries, such as Network, Pajek, Matlab, etc. Domestic researchers are also enthusiastic about the research of complex network. However, at present, most researchers can only use foreign research platforms or software ...

AI Technical Summary

Problems solved by technology

[0008] The purpose of the present invention is to address the lack of a special and recognized complex network simulation system at present, and propose a complex network general simulation system, which is applied to complex network simulation analysis and provides complex network researchers with a simple interface , easy to operate, powerful graphics and highly professional complex network analysis tools, and help researchers to conduct complex network research more intuitively and conveniently

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