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Identifying Quantum Structures in the Ellsberg Paradox

机译:识别埃尔斯伯格悖论中的量子结构

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摘要

Empirical evidence has confirmed that quantum effects occur frequently also outside the microscopic domain, while quantum structures satisfactorily model various situations in several areas of science, including biological, cognitive and social processes. In this paper, we elaborate a quantum mechanical model which faithfully describes the Ellsberg paradox in economics, showing that the mathematical formalism of quantum mechanics is capable to represent the ambiguity present in this kind of situations, because of the presence of contextuality. Then, we analyze the data collected in a concrete experiment we performed on the Ellsberg paradox and work out a complete representation of them in complex Hilbert space. We prove that the presence of quantum structure is genuine, that is, interference and superposition in a complex Hilbert space are really necessary to describe the conceptual situation presented by Ellsberg. Moreover, our approach sheds light on 'ambiguity laden' decision processes in economics and decision theory, and allows to deal with different Ellsberg-type generalizations, e.g., the Machina paradox.
机译:经验证据已经证实,量子效应也经常在微观领域之外发生,而量子结构令人满意地模拟了科学的几个领域中的各种情况,包括生物学,认知和社会过程。在本文中,我们阐述了一个量子力学模型,该模型忠实地描述了经济学中的埃尔斯伯格悖论,表明由于上下文的存在,量子力学的数学形式主义能够表示这种情况下存在的歧义。然后,我们分析在Ellsberg悖论上进行的具体实验中收集到的数据,并在复杂的希尔伯特空间中对它们进行完整的表示。我们证明了量子结构的存在是真实的,也就是说,在复杂的希尔伯特空间中干涉和叠加对于描述埃尔斯伯格提出的概念性情况确实是必要的。此外,我们的方法揭示了经济学和决策理论中``含糊不清''的决策过程,并允许处理不同的Ellsberg型概括,例如Machina悖论。

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