Switching Transition in a Resource Exchange Model on Graphs
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arXiv
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| Auteurs principaux: | , , |
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866912791845142528 |
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| author | Auromahima, Shreeman Santra, Sitangshu Bikas Bose, Biplab |
| author_facet | Auromahima, Shreeman Santra, Sitangshu Bikas Bose, Biplab |
| contents | In this work, we investigate a simple nonequilibrium system with many interconnected, open subsystems, each exchanging a globally conserved resource with an external reserve. The system is represented by a random graph, where nodes represent the subsystems connected through edges. At each time step, a randomly selected node gains a token (i.e, a resource) from the reserve with probability (1-p) or loses a token to the reserve with probability p. When a node loses a token, its neighbors also lose a token each. This asymmetric token exchange breaks the detailed balance. We investigate the steady state behavior of our model for different types of random graphs: graphs without edges, regular graphs, Erdős-Rényi, and Barabási-Albert graphs. In all cases, the system exhibits a sharp, switch-like transition between a token-saturated state and an empty state. When the control parameter p is below a critical threshold, almost all tokens accumulate on the graph. Furthermore, in a non-regular graph, most tokens accumulate or condense on nodes of minimum degree. A slight increase in p beyond the threshold drains almost all the tokens from the graph. This switching transition results from the interplay between drift and the conservation of tokens. However, the position of the critical threshold and the behavior at the transition zone depend on graph topology. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2512_22839 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Switching Transition in a Resource Exchange Model on Graphs Auromahima, Shreeman Santra, Sitangshu Bikas Bose, Biplab Adaptation and Self-Organizing Systems Statistical Mechanics In this work, we investigate a simple nonequilibrium system with many interconnected, open subsystems, each exchanging a globally conserved resource with an external reserve. The system is represented by a random graph, where nodes represent the subsystems connected through edges. At each time step, a randomly selected node gains a token (i.e, a resource) from the reserve with probability (1-p) or loses a token to the reserve with probability p. When a node loses a token, its neighbors also lose a token each. This asymmetric token exchange breaks the detailed balance. We investigate the steady state behavior of our model for different types of random graphs: graphs without edges, regular graphs, Erdős-Rényi, and Barabási-Albert graphs. In all cases, the system exhibits a sharp, switch-like transition between a token-saturated state and an empty state. When the control parameter p is below a critical threshold, almost all tokens accumulate on the graph. Furthermore, in a non-regular graph, most tokens accumulate or condense on nodes of minimum degree. A slight increase in p beyond the threshold drains almost all the tokens from the graph. This switching transition results from the interplay between drift and the conservation of tokens. However, the position of the critical threshold and the behavior at the transition zone depend on graph topology. |
| title | Switching Transition in a Resource Exchange Model on Graphs |
| topic | Adaptation and Self-Organizing Systems Statistical Mechanics |
| url | https://arxiv.org/abs/2512.22839 |