MATLAB Implementation of Complex Network Toolbox
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Resource Overview
A comprehensive complex network toolbox featuring SIS and SIR epidemic models, along with degree and k-shell computation capabilities for network analysis.
Detailed Documentation
The complex network toolbox provides implementations of epidemic models including SIS and SIR, along with calculations for network characteristics such as node degree and k-shell decomposition. Additionally, the toolbox offers various network analysis methods including node centrality metrics and community detection algorithms. These functions utilize MATLAB's matrix operations and graph theory functions to efficiently process network data, enabling users to better understand and analyze complex network structures. The implementation includes optimized algorithms for large-scale network processing, providing valuable support for research in related fields through practical code examples and modular function design.
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