On the applicability of Kolmogorov's theory of probability to the description of quantum phenomena. Part I
- URL: http://arxiv.org/abs/2405.05710v3
- Date: Sun, 06 Oct 2024 19:35:41 GMT
- Title: On the applicability of Kolmogorov's theory of probability to the description of quantum phenomena. Part I
- Authors: Maik Reddiger,
- Abstract summary: I show that it is possible to construct a mathematically rigorous theory based on Kolmogorov's axioms and physically natural random variables.
The approach can in principle be adapted to other classes of quantum-mechanical models.
- Score: 0.0
- License:
- Abstract: It is a common view that von Neumann laid the foundations of a "quantum probability theory" with his axiomatization of quantum mechanics (QM). As such, it is regarded a generalization of the "classical probability theory" due to Kolmogorov. Outside of quantum physics, however, Kolmogorov's axioms enjoy universal applicability. This raises the question of whether quantum physics indeed requires such a generalization of our conception of probability or if von Neumann's axiomatization of QM was contingent on the absence of a general theory of probability in the 1920s. In this work I argue in favor of the latter position. In particular, I show that for non-relativistic $N$-body quantum systems subject to a time-independent scalar potential, it is possible to construct a mathematically rigorous theory based on Kolmogorov's axioms and physically natural random variables, which reproduces central predictions of QM. The respective theories are distinct, so that an empirical comparison may be possible. Moreover, the approach can in principle be adapted to other classes of quantum-mechanical models. Part II of this series will address the projection postulate and the question of measurement in this approach.
Related papers
- Quantum Probability Geometrically Realized in Projective Space [0.0]
This paper aims to pass all quantum probability formulas to the projective space associated to the complex Hilbert space of a given quantum system.
The upshot is that quantum theory is the probability theory of projective subspaces, or equivalently, of quantum events.
arXiv Detail & Related papers (2024-10-23T20:29:15Z) - Asymptotic Birkhoff-Violation in Operational Theories: Thermodynamic Implications and Information Processing [0.0]
Renowned Birkhoff-von Neumann theorem identifies source of randomness to be the application of reversible operations on the system under study.
Here, we extend this investigation beyond quantum mechanics to a broader class of operational theories described within the framework of general probabilistic theories.
We show that Birkhoff-violation in GPTs can lead to consequences that are atypical to quantum theory.
arXiv Detail & Related papers (2024-06-13T04:38:43Z) - Analysis of classical and quantum mechanical concepts of probability: A synopsis [0.0]
An adequate interpretation of probability should be given due attention, particularly with regard to quantum theory.
This paper addresses the central question of what a coherent concept of probability might look like that would do justice to both classical probability theory and quantum theory.
arXiv Detail & Related papers (2024-01-09T10:04:51Z) - What is \textit{Quantum} in Probabilistic Explanations of the Sure Thing
Principle Violation? [0.0]
The Prisoner's Dilemma game (PDG) is one of the simple test-beds for the probabilistic nature of the human decision-making process.
Quantum probabilistic models can explain this violation as a second-order interference effect.
We discuss the role of other quantum information-theoretical quantities, such as quantum entanglement, in the decision-making process.
arXiv Detail & Related papers (2023-06-21T00:01:01Z) - Connecting classical finite exchangeability to quantum theory [69.62715388742298]
Exchangeability is a fundamental concept in probability theory and statistics.
We show how a de Finetti-like representation theorem for finitely exchangeable sequences requires a mathematical representation which is formally equivalent to quantum theory.
arXiv Detail & Related papers (2023-06-06T17:15:19Z) - Advantages of quantum mechanics in the estimation theory [0.0]
In quantum theory, the situation with operators is different due to its non-commutativity nature.
We formulate, with complete generality, the quantum estimation theory for Gaussian states in terms of their first and second moments.
arXiv Detail & Related papers (2022-11-13T18:03:27Z) - Correspondence Between the Energy Equipartition Theorem in Classical
Mechanics and its Phase-Space Formulation in Quantum Mechanics [62.997667081978825]
In quantum mechanics, the energy per degree of freedom is not equally distributed.
We show that in the high-temperature regime, the classical result is recovered.
arXiv Detail & Related papers (2022-05-24T20:51:03Z) - Theory of Quantum Generative Learning Models with Maximum Mean
Discrepancy [67.02951777522547]
We study learnability of quantum circuit Born machines (QCBMs) and quantum generative adversarial networks (QGANs)
We first analyze the generalization ability of QCBMs and identify their superiorities when the quantum devices can directly access the target distribution.
Next, we prove how the generalization error bound of QGANs depends on the employed Ansatz, the number of qudits, and input states.
arXiv Detail & Related papers (2022-05-10T08:05:59Z) - Why we should interpret density matrices as moment matrices: the case of
(in)distinguishable particles and the emergence of classical reality [69.62715388742298]
We introduce a formulation of quantum theory (QT) as a general probabilistic theory but expressed via quasi-expectation operators (QEOs)
We will show that QT for both distinguishable and indistinguishable particles can be formulated in this way.
We will show that finitely exchangeable probabilities for a classical dice are as weird as QT.
arXiv Detail & Related papers (2022-03-08T14:47:39Z) - Emergence of classical behavior in the early universe [68.8204255655161]
Three notions are often assumed to be essentially equivalent, representing different facets of the same phenomenon.
We analyze them in general Friedmann-Lemaitre- Robertson-Walker space-times through the lens of geometric structures on the classical phase space.
The analysis shows that: (i) inflation does not play an essential role; classical behavior can emerge much more generally; (ii) the three notions are conceptually distinct; classicality can emerge in one sense but not in another.
arXiv Detail & Related papers (2020-04-22T16:38:25Z) - From a quantum theory to a classical one [117.44028458220427]
We present and discuss a formal approach for describing the quantum to classical crossover.
The method was originally introduced by L. Yaffe in 1982 for tackling large-$N$ quantum field theories.
arXiv Detail & Related papers (2020-04-01T09:16:38Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.