Output details
11 - Computer Science and Informatics
Glasgow Caledonian University
Analysis of the emergence in swarm model based on largest Lyapunov exponent
<22> Current research on emergent behaviours of collective intelligence systems mostly stops at observational interpretations and qualitative descriptions of emergent phenomena, and is essentially short of quantitative analysis and evaluation. This paper has conducted a quantitative study on the emergence of swarm model by using chaos analysis of complex dynamic systems. It evaluates the emergent behaviours of swarm model quantitatively by using the chaos and stability analysis of swarm model based on largest Lyapunov exponent. This work, in the form of a systematic evaluation, reaches a more exact understanding of emergent phenomena in swarm model.