麦克斯韦尔的恶魔走进华尔街:随机热力学满足预期的效用理论
Andrés F Ducuara1,2, Paul Skrzypczyk3,4, Francesco Buscemi5
1Yukawa Institute for Theoretical Physics, Kyoto University, Kitashirakawa Oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan.
Physical review letters
|November 24, 2023
概括
研究人员将经济学和热力学联系起来,揭示了信息分歧量化了物理过程中的经济风险. 这将风险厌恶与随机系统中的产生联系起来.
科学领域:
- 热力学是一种热力学.
- 信息理论 信息理论
- 经济学 经济学 经济学
背景情况:
- 热力学和信息理论之间的关系具有历史意义,但需要进一步的定量探索.
- 随机热力学研究小系统中的波动和信息处理.
研究的目的:
- 量化地将信息理论的测量与随机过程中的热力学量联系起来.
- 将预期效用理论的经济概念引入随机热力学.
主要方法:
- 将预期效用理论中的工具导入到随机热力学框架中.
- 分析那些服从Crooks波动关系的过程.
主要成果:
- 证明α Rényi分歧量化了分散工作或产生的"确定性等价值"对于具有风险厌恶性r=α-1.的玩家.
- 恢复已知的病例 (α=1,α=∞) 分别是风险中立和极度不愿风险的参与者.
- 确定α=0与一个寻求风险的玩家,愿意利用第二定律的暂时违规行为.
结论:
- 这项研究为热力学中的信息分歧提供了新的经济解释.
- 引入了一般化的Jarzynski等式和更广泛的统计差异.
- 这个框架为信息,工作和生产之间的相互作用提供了新的见解.
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