Design and implementation of simulation platform for dynamics on complex networks

Yi Zhou; Wuneng Zhou

doi:10.1117/12.2639385

27 June 2022 Design and implementation of simulation platform for dynamics on complex networks

Yi Zhou, Wuneng Zhou

Proceedings Volume 12253, International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2022); 122531Q (2022) https://doi.org/10.1117/12.2639385
Event: Second International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2022), 2022, Qingdao, China

Abstract

Complex networks are widely applied for describing the topological structures of complex systems. Besides the exploration of the topologies for complex networks, the dynamics on the complex networks receives much attention from researchers in the field of complex systems, the techniques of computer simulations are used to intuitively understand the emergent behaviors of systems consisting of large number of interacting agents. In this paper, we aim to design to a platform for visualization of dynamics on complex networks: By setting parameters such as network topology, types of dynamics and running time, the platform can visualize agent-based micro-characters as well as system-based emergent micro-behavior for evolutionary game dynamics, opinion dynamics and infection dynamics on complex networks. In addition, it also has functions such as logic control operation, configuration of initial network state, and export of state data. Compared with other networks modeling and simulation platforms, the platform has the characteristics of multithreading, scalability and cross-platform. Especially, it can also enhance the computing efficiency by techniques of GPU parallel computation.

Citation Download Citation

Yi Zhou and Wuneng Zhou "Design and implementation of simulation platform for dynamics on complex networks", Proc. SPIE 12253, International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2022), 122531Q (27 June 2022); https://doi.org/10.1117/12.2639385

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