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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2401.09310 |
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| _version_ | 1866916253439885312 |
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| author | Zimmaro, Filippo Galam, Serge Javarone, Marco Alberto |
| author_facet | Zimmaro, Filippo Galam, Serge Javarone, Marco Alberto |
| contents | We investigate the dynamics of coordination and consensus in an agent population. Considering agents endowed with bounded rationality, we study asymmetric coordination games using a mapping to random field Ising models. In doing so, we investigate the relationship between group coordination and agent rationality. Analytical calculations and numerical simulations of the proposed model lead to novel insight into opinion dynamics. For instance, we find that bounded rationality and preference intensity can determine a series of possible scenarios with different levels of opinion polarization. To conclude, we deem our investigation opens a new avenue for studying game dynamics through methods of statistical physics. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_09310 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Asymmetric games on networks: mapping to Ising models and bounded rationality Zimmaro, Filippo Galam, Serge Javarone, Marco Alberto Physics and Society 91D10 (Primary) 91A22, 91A40 (Secondary) We investigate the dynamics of coordination and consensus in an agent population. Considering agents endowed with bounded rationality, we study asymmetric coordination games using a mapping to random field Ising models. In doing so, we investigate the relationship between group coordination and agent rationality. Analytical calculations and numerical simulations of the proposed model lead to novel insight into opinion dynamics. For instance, we find that bounded rationality and preference intensity can determine a series of possible scenarios with different levels of opinion polarization. To conclude, we deem our investigation opens a new avenue for studying game dynamics through methods of statistical physics. |
| title | Asymmetric games on networks: mapping to Ising models and bounded rationality |
| topic | Physics and Society 91D10 (Primary) 91A22, 91A40 (Secondary) |
| url | https://arxiv.org/abs/2401.09310 |