dorsal/arxiv
View SchemaBoolean Game on Scale-free Networks
| Authors | Jing Ma, Pei-Ling Zhou, Tao Zhou, Wen-Jie Bai, Shi-Min Cai |
|---|---|
| Categories | |
| ArXiv ID | physics/0604066 |
| URL | https://arxiv.org/abs/physics/0604066 |
| DOI | 10.1016/j.physa.2006.10.006 |
| Journal | Physica A 375, 709-716(2007) |
Abstract
Inspired by the local minority game, we propose a network Boolean game and investigate its dynamical properties on scale-free networks. The system can self-organize to a stable state with better performance than random choice game, although only the local information is available to the agent. By introducing the heterogeneity of local interactions, we find the system has the best performance when each agent's interaction frequency is linear correlated with its information capacity. Generally, the agents with more information gain more than those with less information, while in the optimal case, each agent almost has the same average profit. In addition, we investigate the role of irrational factor and find an interesting symmetrical behavior.
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"abstract": "Inspired by the local minority game, we propose a network Boolean game and\ninvestigate its dynamical properties on scale-free networks. The system can\nself-organize to a stable state with better performance than random choice\ngame, although only the local information is available to the agent. By\nintroducing the heterogeneity of local interactions, we find the system has the\nbest performance when each agent\u0027s interaction frequency is linear correlated\nwith its information capacity. Generally, the agents with more information gain\nmore than those with less information, while in the optimal case, each agent\nalmost has the same average profit. In addition, we investigate the role of\nirrational factor and find an interesting symmetrical behavior.",
"arxiv_id": "physics/0604066",
"authors": [
"Jing Ma",
"Pei-Ling Zhou",
"Tao Zhou",
"Wen-Jie Bai",
"Shi-Min Cai"
],
"categories": [
"physics.soc-ph"
],
"doi": "10.1016/j.physa.2006.10.006",
"journal_ref": "Physica A 375, 709-716(2007)",
"title": "Boolean Game on Scale-free Networks",
"url": "https://arxiv.org/abs/physics/0604066"
},
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