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The 'expected utility hypothesis' and 'Savage's Sure-Thing Principle' are violated in real life decisions, as shown by the 'Allais' and 'Ellsberg paradoxes'. The popular explanation in terms of 'ambiguity aversion' is not completely…

物理与社会 · 物理学 2013-01-07 Diederik Aerts , Sandro Sozzo

The expected utility hypothesis is one of the building blocks of classical economic theory and founded on Savage's Sure-Thing Principle. It has been put forward, e.g. by situations such as the Allais and Ellsberg paradoxes, that real-life…

物理与社会 · 物理学 2012-03-28 Diederik Aerts , Jan Broekaert , Marek Czachor , Bart D'Hooghe

The Allais and Ellsberg paradoxes show that the expected utility hypothesis and Savage's Sure-Thing Principle are violated in real life decisions. The popular explanation in terms of 'ambiguity aversion' is not completely accepted. On the…

物理与社会 · 物理学 2013-01-08 Diederik Aerts , Sandro Sozzo

{\it Ellsberg thought experiments} and empirical confirmation of Ellsberg preferences pose serious challenges to {\it subjective expected utility theory} (SEUT). We have recently elaborated a quantum-theoretic framework for human decisions…

人工智能 · 计算机科学 2019-02-20 Sandro Sozzo

Expected utility theory (EUT) is widely used in economic theory. However, its subjective probability formulation, first elaborated by Savage, is linked to Ellsberg-like paradoxes and ambiguity aversion. This has led various scholars to work…

经济学 · 定量金融 2019-02-12 Diederik Aerts , Emmanuel Haven , Sandro Sozzo

The 1961 Ellsberg paradox is typically seen as an empirical challenge to the subjective expected utility framework. Experiments based on Ellsberg's design have spawned a variety of new approaches, culminating in a new paradigm represented…

理论经济学 · 经济学 2023-01-10 Christoph Kuzmics , Brian W. Rogers , Xiannong Zhang

The Ellsberg and Machina paradoxes reveal that expected utility theory is problematical when real subjects take decisions under uncertainty. Suitable generalizations of expected utility exist which attempt to solve the Ellsberg paradox, but…

物理与社会 · 物理学 2013-01-08 Diederik Aerts , Sandro Sozzo , Jocelyn Tapia

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…

物理与社会 · 物理学 2015-12-31 Diederik Aerts , Sandro Sozzo , Jocelyn Tapia

Ambiguity and ambiguity aversion have been widely studied in decision theory and economics both at a theoretical and an experimental level. After Ellsberg's seminal studies challenging subjective expected utility theory (SEUT), several…

物理与社会 · 物理学 2018-03-20 Diederik Aerts , Sandro Sozzo

The Machina thought experiments pose to major non-expected utility models challenges that are similar to those posed by the Ellsberg thought experiments to subjective expected utility theory (SEUT). We test human choices in the `Ellsberg…

经济学 · 定量金融 2018-08-09 Diederik Aerts , Suzette Geriente , Catarina Moreira , Sandro Sozzo

In this paper, we propose an interpretation of the Hilbert space method used in quantum theory in the context of decision making under uncertainty. For a clear comparison we will stay as close as possible to the framework of SEU suggested…

量子物理 · 物理学 2017-07-25 Juergen Eichberger , Hans Juergen Pirner

Despite the impressive success of quantum structures to model long-standing human judgement and decision puzzles, the {\it quantum cognition research programme} still faces challenges about its explanatory power. Indeed, quantum models…

神经元与认知 · 定量生物学 2019-04-05 Sandro Sozzo

We provide here a general mathematical framework to model attitudes towards ambiguity which uses the formalism of quantum theory as a ``purely mathematical formalism, detached from any physical interpretation''. We show that the…

人工智能 · 计算机科学 2020-06-23 Sandro Sozzo

In this paper, we introduce a new model of selection behavior under risk that describes an essential cognitive process for comparing values of objects and making a selection decision. This model is constructed by the quantum-like approach…

经济学 · 定量金融 2018-07-18 Masanari Asano , Irina Basieva , Andrei Khrennikov , Masanori Ohya , Yoshiharu Tanaka

One of the most complex systems is the human brain whose formalized functioning is characterized by decision theory. We present a "Quantum Decision Theory" of decision making, based on the mathematical theory of separable Hilbert spaces.…

人工智能 · 计算机科学 2010-10-29 V. I. Yukalov , D. Sornette

The Prisoner's Dilemma game (PDG) is one of the simple test-beds for the probabilistic nature of the human decision-making process. Behavioral experiments have been conducted on this game for decades and show a violation of the so-called…

量子物理 · 物理学 2024-03-19 Nematollah Farhadi Mahalli , Onur Pusuluk

The famous Saint Petersburg Paradox (St. Petersburg Paradox) shows that the theory of expected value does not capture the real-world economics of decision-making problems. Over the years, many economic theories were developed to resolve the…

综合经济学 · 经济学 2020-05-19 Daniel Muller , Tshilidzi Marwala

A large number of studies in cognitive science have revealed that probabilistic outcomes of certain human decisions do not agree with the axioms of classical probability theory. The field of Quantum Cognition provides an alternative…

信息检索 · 计算机科学 2020-01-22 Sagar Uprety , Prayag Tiwari , Shahram Dehdashti , Lauren Fell , Dawei Song , Peter Bruza , Massimo Melucci

We present a new experiment demonstrating destructive interference in customers' estimates of conditional probabilities of product failure. We take the perspective of a manufacturer of consumer products, and consider two situations of cause…

人工智能 · 计算机科学 2022-06-01 Irina Basieva , Vijitashwa Pandey , Polina Khrennikova

This paper is motivated by the questions of how to give the concept of probability an adequate real-world meaning, and how to explain a certain type of phenomenon that can be found, for instance, in Ellsberg's paradox. It attempts to answer…

其他统计学 · 统计学 2022-03-25 Russell J. Bowater
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