Source Code for Generating Random Network Topology

This repository provides MATLAB source code for generating random network topologies. The package contains all essential source files that can be downloaded and executed directly on your local machine. The implementation allows users to configure various parameters including node count, edge density, network sparsity, and connection probability to generate customized random network structures. The code features comprehensive inline documentation explaining core algorithms such as Erdős–Rényi model implementation, adjacency matrix generation, and graph connectivity validation. Key functions include network_initialization() for parameter setup, random_edge_generation() for stochastic connection creation, and topology_visualization() for graphical output. Detailed comments within the code clarify the implementation methodology and mathematical foundations, providing guidance for troubleshooting or further customization. For additional support, users can refer to the annotated code or consult technical forums for algorithm-specific discussions.