Differentiation of Collective Behavior Based on Automated Discovery of Dynamical Kinds

Author(s):  
Amanda Hashimoto ◽  
Nicole Abaid ◽  
Subhradeep Roy ◽  
Benjamin Jantzen ◽  
Colin Shea-Blymyer

In this paper, we explore a model of collective behavior using EUGENE, an algorithm for automated discovery of so-called “dynamical kinds”. Two systems are of the same dynamical kind if their underlying causal dynamics are similar, as defined using dynamical symmetry. We apply EUGENE to simulation data from a model capable of generating a range of qualitatively different collective behaviors, from aligned motion to circular milling. These behaviors are measured using both global and local order parameters, and this data is analyzed with EUGENE. We find that EUGENE is capable of differentiating between these systems when global order parameters are used, and can only identify more coarse characteristics when local order parameters are considered.

2019 ◽  
Vol 21 (11) ◽  
pp. 113016 ◽  
Author(s):  
José Garre-Rubio ◽  
Sofyan Iblisdir
Keyword(s):  

2018 ◽  
Vol 20 (42) ◽  
pp. 27059-27068 ◽  
Author(s):  
Hossein Eslami ◽  
Parvin Sedaghat ◽  
Florian Müller-Plathe

Local order parameters for the characterization of liquid and different two- and three-dimensional crystalline structures are presented.


1994 ◽  
Vol 27 (5) ◽  
pp. 742-754 ◽  
Author(s):  
B. D. Butler ◽  
T. R. Welberry

A full reciprocal-space volume of diffuse scattering data from a single-crystal of the mineral mullite, Al2(Al2 + 2x Si2 − 2x )O10 − x , x = 0.4, was collected. These data were analysed using least-squares techniques by writing an equation for the diffuse scattering that involves only the local order between vacancies on specific oxygen sites in the material. The effect of the large, but predictable, cation shifts on the diffuse intensity is taken account of in the coefficients of the oxygen-vacancy short-range-order intensities. This analysis shows that the vacancies are negatively correlated at the near-neighbour ½ 〈110〉, [110], 〈001〉 and 〈011〉 interatomic vectors and positively correlated along the 〈010〉, 〈101〉, ½ 〈112〉 and ½ 〈310〉 vectors. Subsequent Monte Carlo modelling of the structure based on these local-order parameters demonstrates that the structure of mullite is dominated by effective near-neighbour vacancy–vacancy repulsive interactions. A real-space model of mullite is presented that is approximately consistent with the measured local-order parameters.


2020 ◽  
Vol 124 (22) ◽  
pp. 4391-4398 ◽  
Author(s):  
Paul Grassein ◽  
Patrice Delarue ◽  
Adrien Nicolaï ◽  
Fabrice Neiers ◽  
Harold A. Scheraga ◽  
...  

2009 ◽  
Vol 97 (3) ◽  
pp. 587-594 ◽  
Author(s):  
Lavinia P. Curecheriu ◽  
Liliana Mitoseriu ◽  
Adelina Ianculescu ◽  
Ana Braileanu
Keyword(s):  

2013 ◽  
Vol 2013 ◽  
pp. 1-11
Author(s):  
Alejandro Vignoni ◽  
Fabricio Garelli ◽  
Jesús Picó

This paper addresses the problem of coordinating dynamical systems with possibly different dynamics (e.g., linear and nonlinear, different orders, constraints, etc.) to achieve some desired collective behavior under the constraints and capabilities of each system. To this end, we develop a new methodology based on reference conditioning techniques using geometric set invariance and sliding mode control: the sliding mode reference coordination (SMRCoord). The main idea is to coordinate the systems references. Starting from a general framework, we propose two approaches: a local one through direct interactions between the different systems by sharing and conditioning their own references and a global centralized one, where a central node makes decisions using information coming from the systems references. In particular, in this work we focus in implementation on multivariable systems like unmanned aerial vehicles (UAVs) and robustness to external perturbations. To show the applicability of the approach, the problem of coordinating UAVs with input constraints is addressed as a particular case of multivariable reference coordination with both global and local configuration.


1989 ◽  
Vol 03 (14) ◽  
pp. 1105-1111
Author(s):  
TAHIR ABBAS ◽  
NAVEED AHMAD ◽  
FARID AKHTAR KHAWAJA ◽  
ISHTIAQ AHMAD

Diffuse X-ray scattering intensity was measured in polycrystalline samples of Ni–Nb system. From this diffuse scattering intensity, short-range order parameters and size effect parameters were calculated. The absolute value of short-range order parameters suggest a local order present in this alloy. The ordering potential was calculated on the basis of the statistical pseudopotential theory of ordering and it was found that the calculations take into account the experimentally observed sign of the short-range order parameters.


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