Pair correlation functions for identifying spatial correlation in discrete domains
E Gavagnin, JP Owen, CA Yates - Physical Review E, 2018 - APS
Identifying and quantifying spatial correlation are important aspects of studying the collective
behavior of multiagent systems. Pair correlation functions (PCFs) are powerful statistical …
behavior of multiagent systems. Pair correlation functions (PCFs) are powerful statistical …
Corrected pair correlation functions for environments with obstacles
ST Johnston, EJ Crampin - Physical Review E, 2019 - APS
Environments with immobile obstacles or void regions that inhibit and alter the motion of
individuals within that environment are ubiquitous. Correlation in the location of individuals …
individuals within that environment are ubiquitous. Correlation in the location of individuals …
Quantifying spatial structure in experimental observations and agent-based simulations using pair-correlation functions
BJ Binder, MJ Simpson - Physical Review E—Statistical, Nonlinear, and Soft …, 2013 - APS
We define a pair-correlation function that can be used to characterize spatiotemporal
patterning in experimental images and snapshots from discrete simulations. Unlike previous …
patterning in experimental images and snapshots from discrete simulations. Unlike previous …
Pair correlation function based on Voronoi topology
The pair correlation function (PCF) has proven an effective tool for analyzing many physical
systems due to its simplicity and its applicability for simulated and experimental data …
systems due to its simplicity and its applicability for simulated and experimental data …
Topological analysis of complexity in multiagent systems
Social organisms at every level of evolutionary complexity live in groups, such as fish
schools, locust swarms, and bird flocks. The complex exchange of multifaceted information …
schools, locust swarms, and bird flocks. The complex exchange of multifaceted information …
Insight into the so-called spatial reciprocity
Z Wang, S Kokubo, J Tanimoto, E Fukuda… - Physical Review E …, 2013 - APS
Up to now, there have been a great number of studies that demonstrate the effect of spatial
topology on the promotion of cooperation dynamics (namely, the so-called “spatial …
topology on the promotion of cooperation dynamics (namely, the so-called “spatial …
Complexity measures, emergence, and multiparticle correlations
We study correlation measures for complex systems. First, we investigate some recently
proposed measures based on information geometry. We show that these measures can …
proposed measures based on information geometry. We show that these measures can …
Assortative mixing in close-packed spatial networks
Background In recent years, there is aroused interest in expressing complex systems as
networks of interacting nodes. Using descriptors from graph theory, it has been possible to …
networks of interacting nodes. Using descriptors from graph theory, it has been possible to …
Unsupervised manifold learning of collective behavior
Collective behavior is an emergent property of numerous complex systems, from financial
markets to cancer cells to predator-prey ecological systems. Characterizing modes of …
markets to cancer cells to predator-prey ecological systems. Characterizing modes of …
Emergence of the scale-invariant proportion in a flock from the metric-topological interaction
Recently, it has become possible to more precisely analyze flocking behavior. Such
research has prompted a reconsideration of the notion of neighborhoods in the theoretical …
research has prompted a reconsideration of the notion of neighborhoods in the theoretical …