Analysis and Visualization of High-Dimensional Dynamical Systems’ Phase Space Using a Network-Based Approach

Figure 1

A visual example of the proposed SSCC method. SSCC efficiency threshold is defined as and set to 0.5. SSCC efficiency is defined as . It is updated throughout the process by dividing the number of nodes in the original SCC (shown in red) by the number of nodes in the candidate component (shown in red and orange). Since , an SSCC was found after a couple iterations. If was 0.7, then the process would have ended at 5 instead of 7. If was 0.9, then it would have stopped by 3.