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Generic alignment conjecture for systems of Cucker–Smale type

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Abstract

The generic alignment conjecture states that for almost every initial data on the torus solutions to the Cucker–Smale system with a strictly local communication align to the common mean velocity. In this note, we present a partial resolution of this conjecture using a statistical mechanics approach. First, the conjecture holds in full for the sticky particle model representing, formally, infinitely strong local communication. In the classical case, the conjecture is proved when N, the number of agents, is equal to 2. It follows from a more general result, stating that for a system of any size for almost every data at least two agents align. The analysis is extended to the open space \(\mathbb {R}^n\) in the presence of confinement and potential interaction forces. In particular, it is shown that almost every non-oscillatory pair of solutions aligns and aggregates in the potential well.

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References

  1. G. Albi, N. Bellomo, L. Fermo, S.-Y. Ha, J. Kim, L. Pareschi, D. Poyato, and J. Soler. Vehicular traffic, crowds, and swarms: From kinetic theory and multiscale methods to applications and research perspectives. Math. Models Methods Appl. Sci., 29(10):1901–2005, 2019.

    Article  MathSciNet  Google Scholar 

  2. J. A. Carrillo, M. Fornasier, J. Rosado, and G. Toscani. Asymptotic flocking dynamics for the kinetic Cucker-Smale model. SIAM J. Math. Anal., 42(1):218–236, 2010.

    Article  MathSciNet  Google Scholar 

  3. F. Cucker and S. Smale. Emergent behavior in flocks. IEEE Trans. Automat. Control, 52(5):852–862, 2007.

    Article  MathSciNet  Google Scholar 

  4. F. Cucker and S. Smale. On the mathematics of emergence. Jpn. J. Math., 2(1):197–227, 2007.

    Article  MathSciNet  Google Scholar 

  5. H. Dietert and R. Shvydkoy. On Cucker-Smale dynamical systems with degenerate communication. Anal. Appl. (Singap.), 19(4):551–573, 2019.

    Article  MathSciNet  Google Scholar 

  6. S.-Y. Ha and J.-G. Liu. A simple proof of the Cucker-Smale flocking dynamics and mean-field limit. Commun. Math. Sci., 7(2):297–325, 2009.

    Article  MathSciNet  Google Scholar 

  7. S.-Y. Ha and E. Tadmor. From particle to kinetic and hydrodynamic descriptions of flocking. Kinet. Relat. Models, 1(3):415–435, 2008.

    Article  MathSciNet  Google Scholar 

  8. S. Motsch and E. Tadmor. Heterophilious dynamics enhances consensus. SIAM Rev., 56(4):577–621, 2014.

    Article  MathSciNet  Google Scholar 

  9. M. G. Nadkarni. Basic ergodic theory, volume 6 of Texts and Readings in Mathematics. Hindustan Book Agency, New Delhi, third edition, 2013.

  10. Hee Oh. Euclidean traveller in hyperbolic worlds. Notices Amer. Math. Soc., 69(11):1888–1897, 2022.

    MathSciNet  Google Scholar 

  11. R. Shu and E. Tadmor. Anticipation breeds alignment. Arch. Ration. Mech. Anal., 240(1):203–241, 2019.

    Article  MathSciNet  Google Scholar 

  12. R. Shu and E. Tadmor. Flocking hydrodynamics with external potentials. Arch. Ration. Mech. Anal., 238(1):347–381, 2020.

    Article  MathSciNet  Google Scholar 

  13. Roman Shvydkoy. Dynamics and analysis of alignment models of collective behavior. Nečas Center Series. Birkhäuser/Springer, Cham, [2021] \(\copyright \) (2021).

  14. Roman Shvydkoy. Global hypocoercivity of kinetic Fokker-Planck-Alignment equations. Kinet. Relat. Models, 15(2):213–237, 2022.

    Article  MathSciNet  Google Scholar 

  15. E. Tadmor and C. Tan. Critical thresholds in flocking hydrodynamics with non-local alignment. Philos. Trans. R. Soc. Lond. Ser. A Math. Phys. Eng. Sci., 372(2028):20130401, 22, (2014).

  16. Eitan Tadmor. On the mathematics of swarming: emergent behavior in alignment dynamics. Notices Amer. Math. Soc., 68(4):493–503, 2021.

    Article  MathSciNet  Google Scholar 

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Acknowledgements

This work was supported in part by NSF Grant DMS-2107956.

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Correspondence to Roman Shvydkoy.

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Shvydkoy, R. Generic alignment conjecture for systems of Cucker–Smale type. J. Evol. Equ. 24, 19 (2024). https://doi.org/10.1007/s00028-024-00950-1

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