Collective dynamics of swarmalators with higher-order interactions
Fuente:
arXiv
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| Autori principali: | , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2023
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| _version_ | 1866913307908112384 |
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| author | Anwar, Md Sayeed Sar, Gourab Kumar Perc, Matjaz Ghosh, Dibakar |
| author_facet | Anwar, Md Sayeed Sar, Gourab Kumar Perc, Matjaz Ghosh, Dibakar |
| contents | Higher-order interactions shape collective dynamics, but how they affect transitions between different states in swarmalator systems is yet to be determined. To that effect, we here study an analytically tractable swarmalator model that incorporates both pairwise and higher-order interactions, resulting in four distinct collective states: async, phase wave, mixed, and sync states. We show that even a minute fraction of higher-order interactions induces abrupt transitions from the async state to the phase wave and the sync state. We also show that higher-order interactions facilitate an abrupt transition from the phase wave to the sync state by bypassing the intermediate mixed state. Moreover, elevated levels of higher-order interactions can sustain the presence of phase wave and sync state, even when pairwise interactions lean towards repulsion. The insights gained from these findings unveil self-organizing processes that hold the potential to explain sudden transitions between various collective states in numerous real-world systems. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2309_03343 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Collective dynamics of swarmalators with higher-order interactions Anwar, Md Sayeed Sar, Gourab Kumar Perc, Matjaz Ghosh, Dibakar Adaptation and Self-Organizing Systems Exactly Solvable and Integrable Systems Higher-order interactions shape collective dynamics, but how they affect transitions between different states in swarmalator systems is yet to be determined. To that effect, we here study an analytically tractable swarmalator model that incorporates both pairwise and higher-order interactions, resulting in four distinct collective states: async, phase wave, mixed, and sync states. We show that even a minute fraction of higher-order interactions induces abrupt transitions from the async state to the phase wave and the sync state. We also show that higher-order interactions facilitate an abrupt transition from the phase wave to the sync state by bypassing the intermediate mixed state. Moreover, elevated levels of higher-order interactions can sustain the presence of phase wave and sync state, even when pairwise interactions lean towards repulsion. The insights gained from these findings unveil self-organizing processes that hold the potential to explain sudden transitions between various collective states in numerous real-world systems. |
| title | Collective dynamics of swarmalators with higher-order interactions |
| topic | Adaptation and Self-Organizing Systems Exactly Solvable and Integrable Systems |
| url | https://arxiv.org/abs/2309.03343 |